DataFrame
NO COMPARISON TARGET
5635
ROWS
0
DUPLICATES
10.2 MB
RAM
192
FEATURES
15
CATEGORICAL
175
NUMERICAL
2
TEXT
2.3.1
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Created & maintained by Francois Bertrand
Graphic design by Jean-Francois Hains
target
VALUES:
5,635
(100%)
MISSING:
---
DISTINCT:
2
(<1%)
1
Unnamed: 0
VALUES:
5,635
(100%)
MISSING:
---
DISTINCT:
4,957
(88%)
ZEROES:
1
(<1%)
MAX
21,597
95%
20,665
Q3
16,240
MEDIAN
10,828
AVG
10,762
Q1
5,119
5%
1,097
MIN
0
RANGE
21,597
IQR
11,120
STD
6,304
VAR
39.7M
KURT.
-1.23
SKEW
0.008
SUM
60.6M
2
customer_ID
VALUES:
5,635
(100%)
MISSING:
---
DISTINCT:
5,599
(>99%)
2
<1%
-
-
878c7f5b2680721af335fb060d042f3685500e8242f134f719f09bad0e4c2a1f
2
<1%
-
-
d897dbeec838e813f81b0c129eae5cd6fc9e7a44cde5ca929696a0637aee2ec7
2
<1%
-
-
d5c9f6e0a03519bd2d4da8025a0359a2f4247a3ced52dae80d140cf77d3922a3
2
<1%
-
-
9292027a1a2781fb47d162c8b94d1951bfa155cc7c363c310d82b44e03c98c51
2
<1%
-
-
75677ccb80f943b3dc5f9d53ec1e008fc36a16d56602de0d47c94a0c89b07ac6
2
<1%
-
-
49e851d4be56e436f00523ef3b92204887a9f98da097345d5a8ec8658bb31a49
2
<1%
-
-
0d37c3052419bdbaae61a853b4ce908afeb824238f94586535c8093ca81163fd
5,621
>99%
-
-
(Other)
3
S_2
VALUES:
5,635
(100%)
MISSING:
---
DISTINCT:
396
(7%)
30
<1%
-
-
2018-02-10
28
<1%
-
-
2018-03-10
27
<1%
-
-
2018-03-03
27
<1%
-
-
2017-11-11
26
<1%
-
-
2017-07-15
26
<1%
-
-
2017-09-09
26
<1%
-
-
2017-12-16
5,445
97%
-
-
(Other)
4
P_2
VALUES:
5,589
(>99%)
MISSING:
46
(<1%)
DISTINCT:
5,589
(>99%)
ZEROES:
---
MAX
1.01
95%
0.98
Q3
0.87
MEDIAN
0.71
AVG
0.67
Q1
0.49
5%
0.23
MIN
-0.24
RANGE
1.25
IQR
0.378
STD
0.242
VAR
0.059
KURT.
-0.120
SKEW
-0.672
SUM
3,718
5
D_39
VALUES:
5,635
(100%)
MISSING:
---
DISTINCT:
5,635
(100%)
ZEROES:
---
MAX
3.07
95%
0.65
Q3
0.21
AVG
0.15
MEDIAN
0.01
Q1
0.00
5%
0.00
MIN
0.00
RANGE
3.07
IQR
0.210
STD
0.272
VAR
0.074
KURT.
20.8
SKEW
3.49
SUM
851
6
B_1
VALUES:
5,635
(100%)
MISSING:
---
DISTINCT:
5,635
(100%)
ZEROES:
---
MAX
1.32
95%
0.57
Q3
0.12
AVG
0.12
MEDIAN
0.03
Q1
0.01
5%
0.00
MIN
-0.22
RANGE
1.54
IQR
0.108
STD
0.201
VAR
0.040
KURT.
9.05
SKEW
2.83
SUM
650
7
B_2
VALUES:
5,634
(>99%)
MISSING:
1
(<1%)
DISTINCT:
5,634
(>99%)
ZEROES:
---
MAX
1.01
95%
1.01
Q3
1.00
MEDIAN
0.81
AVG
0.64
Q1
0.13
5%
0.02
MIN
0.00
RANGE
1.01
IQR
0.870
STD
0.395
VAR
0.156
KURT.
-1.36
SKEW
-0.630
SUM
3,588
8
R_1
VALUES:
5,635
(100%)
MISSING:
---
DISTINCT:
5,635
(100%)
ZEROES:
---
MAX
2.01
95%
0.51
Q3
0.01
AVG
0.08
MEDIAN
0.01
Q1
0.00
5%
0.00
MIN
0.00
RANGE
2.01
IQR
0.006
STD
0.225
VAR
0.051
KURT.
19.1
SKEW
4.02
SUM
429
9
S_3
VALUES:
4,517
(80%)
MISSING:
1,118
(20%)
DISTINCT:
4,517
(80%)
ZEROES:
---
MAX
2.25
95%
0.59
Q3
0.26
AVG
0.22
MEDIAN
0.16
Q1
0.13
5%
0.06
MIN
-0.20
RANGE
2.45
IQR
0.130
STD
0.188
VAR
0.035
KURT.
14.2
SKEW
2.97
SUM
1,003
10
D_41
VALUES:
5,634
(>99%)
MISSING:
1
(<1%)
DISTINCT:
5,634
(>99%)
ZEROES:
---
MAX
3.80
95%
0.38
Q3
0.01
AVG
0.06
MEDIAN
0.01
Q1
0.00
5%
0.00
MIN
0.00
RANGE
3.80
IQR
0.006
STD
0.197
VAR
0.039
KURT.
65.1
SKEW
6.66
SUM
320
11
B_3
VALUES:
5,634
(>99%)
MISSING:
1
(<1%)
DISTINCT:
5,634
(>99%)
ZEROES:
---
MAX
1.42
95%
0.68
Q3
0.14
AVG
0.12
MEDIAN
0.01
Q1
0.01
5%
0.00
MIN
0.00
RANGE
1.42
IQR
0.132
STD
0.225
VAR
0.051
KURT.
4.84
SKEW
2.28
SUM
700
12
D_42
VALUES:
783
(14%)
MISSING:
4,852
(86%)
DISTINCT:
783
(14%)
ZEROES:
---
MAX
1.60
95%
0.55
Q3
0.24
AVG
0.17
MEDIAN
0.10
Q1
0.03
5%
0.01
MIN
0.00
RANGE
1.60
IQR
0.213
STD
0.198
VAR
0.039
KURT.
8.71
SKEW
2.40
SUM
133
13
D_43
VALUES:
3,920
(70%)
MISSING:
1,715
(30%)
DISTINCT:
3,920
(70%)
ZEROES:
---
MAX
2.63
95%
0.52
Q3
0.18
AVG
0.15
MEDIAN
0.09
Q1
0.04
5%
0.01
MIN
0.00
RANGE
2.63
IQR
0.134
STD
0.207
VAR
0.043
KURT.
28.2
SKEW
4.25
SUM
596
14
D_44
VALUES:
5,352
(95%)
MISSING:
283
(5%)
DISTINCT:
5,352
(95%)
ZEROES:
---
MAX
2.13
95%
0.51
Q3
0.13
AVG
0.11
MEDIAN
0.01
Q1
0.00
5%
0.00
MIN
0.00
RANGE
2.13
IQR
0.127
STD
0.205
VAR
0.042
KURT.
12.9
SKEW
3.06
SUM
578
15
B_4
VALUES:
5,635
(100%)
MISSING:
---
DISTINCT:
5,635
(100%)
ZEROES:
---
MAX
2.06
95%
0.60
Q3
0.23
AVG
0.16
MEDIAN
0.08
Q1
0.03
5%
0.00
MIN
0.00
RANGE
2.06
IQR
0.200
STD
0.212
VAR
0.045
KURT.
8.29
SKEW
2.41
SUM
926
16
D_45
VALUES:
5,634
(>99%)
MISSING:
1
(<1%)
DISTINCT:
5,634
(>99%)
ZEROES:
---
MAX
1.42
95%
0.77
Q3
0.38
AVG
0.26
MEDIAN
0.20
Q1
0.06
5%
0.01
MIN
0.00
RANGE
1.42
IQR
0.324
STD
0.244
VAR
0.060
KURT.
1.50
SKEW
1.28
SUM
1,462
17
B_5
VALUES:
5,635
(100%)
MISSING:
---
DISTINCT:
5,635
(100%)
ZEROES:
---
MAX
15.3
95%
0.4
Q3
0.1
AVG
0.1
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
15.3
IQR
0.050
STD
0.358
VAR
0.128
KURT.
686
SKEW
20.8
SUM
502
18
R_2
VALUES:
5,635
(100%)
MISSING:
---
DISTINCT:
5,635
(100%)
ZEROES:
---
MAX
1.01
95%
0.01
Q3
0.01
AVG
0.04
MEDIAN
0.01
Q1
0.00
5%
0.00
MIN
0.00
RANGE
1.01
IQR
0.005
STD
0.194
VAR
0.038
KURT.
20.5
SKEW
4.75
SUM
249
19
D_46
VALUES:
4,384
(78%)
MISSING:
1,251
(22%)
DISTINCT:
4,384
(78%)
ZEROES:
---
MAX
2.45
95%
0.70
Q3
0.51
AVG
0.47
MEDIAN
0.46
Q1
0.42
5%
0.29
MIN
-1.17
RANGE
3.62
IQR
0.092
STD
0.157
VAR
0.025
KURT.
21.6
SKEW
0.579
SUM
2,070
20
D_47
VALUES:
5,635
(100%)
MISSING:
---
DISTINCT:
5,635
(100%)
ZEROES:
---
MAX
1.31
95%
0.85
Q3
0.57
AVG
0.41
MEDIAN
0.39
Q1
0.24
5%
0.05
MIN
-0.03
RANGE
1.34
IQR
0.339
STD
0.239
VAR
0.057
KURT.
-0.268
SKEW
0.450
SUM
2,331
21
D_48
VALUES:
4,912
(87%)
MISSING:
723
(13%)
DISTINCT:
4,912
(87%)
ZEROES:
---
MAX
1.97
95%
0.94
Q3
0.65
AVG
0.37
MEDIAN
0.27
Q1
0.08
5%
0.01
MIN
-0.01
RANGE
1.98
IQR
0.576
STD
0.324
VAR
0.105
KURT.
-0.984
SKEW
0.579
SUM
1,824
22
D_49
VALUES:
515
(9%)
MISSING:
5,120
(91%)
DISTINCT:
515
(9%)
ZEROES:
---
MAX
4.25
95%
0.62
Q3
0.25
AVG
0.21
MEDIAN
0.13
Q1
0.06
5%
0.02
MIN
0.00
RANGE
4.25
IQR
0.191
STD
0.287
VAR
0.082
KURT.
82.7
SKEW
7.05
SUM
106
23
B_6
VALUES:
5,635
(100%)
MISSING:
---
DISTINCT:
5,635
(100%)
ZEROES:
---
MAX
38.4
95%
0.3
Q3
0.2
AVG
0.2
MEDIAN
0.1
Q1
0.0
5%
0.0
MIN
-0.0
RANGE
38.4
IQR
0.172
STD
0.682
VAR
0.465
KURT.
1,970
SKEW
39.9
SUM
861
24
B_7
VALUES:
5,635
(100%)
MISSING:
---
DISTINCT:
5,635
(100%)
ZEROES:
---
MAX
1.25
95%
0.68
Q3
0.26
AVG
0.18
MEDIAN
0.07
Q1
0.03
5%
0.01
MIN
-0.00
RANGE
1.26
IQR
0.230
STD
0.230
VAR
0.053
KURT.
3.65
SKEW
1.89
SUM
1,025
25
B_8
VALUES:
5,616
(>99%)
MISSING:
19
(<1%)
DISTINCT:
5,616
(>99%)
ZEROES:
---
MAX
1.01
95%
1.01
Q3
1.00
AVG
0.43
MEDIAN
0.01
Q1
0.00
5%
0.00
MIN
0.00
RANGE
1.01
IQR
0.999
STD
0.494
VAR
0.244
KURT.
-1.91
SKEW
0.304
SUM
2,413
26
D_50
VALUES:
2,415
(43%)
MISSING:
3,220
(57%)
DISTINCT:
2,415
(43%)
ZEROES:
---
MAX
5.08
95%
0.47
Q3
0.19
AVG
0.17
MEDIAN
0.11
Q1
0.06
5%
0.03
MIN
-0.13
RANGE
5.22
IQR
0.128
STD
0.256
VAR
0.065
KURT.
111
SKEW
8.50
SUM
409
27
D_51
VALUES:
5,635
(100%)
MISSING:
---
DISTINCT:
5,635
(100%)
ZEROES:
---
MAX
2.00
95%
0.67
Q3
0.34
AVG
0.15
MEDIAN
0.01
Q1
0.00
5%
0.00
MIN
0.00
RANGE
2.00
IQR
0.333
STD
0.244
VAR
0.060
KURT.
5.06
SKEW
2.04
SUM
834
28
B_9
VALUES:
5,635
(100%)
MISSING:
---
DISTINCT:
5,635
(100%)
ZEROES:
---
MAX
4.33
95%
0.65
Q3
0.32
AVG
0.18
MEDIAN
0.02
Q1
0.01
5%
0.00
MIN
0.00
RANGE
4.33
IQR
0.314
STD
0.266
VAR
0.071
KURT.
13.0
SKEW
2.21
SUM
1,014
29
R_3
VALUES:
5,635
(100%)
MISSING:
---
DISTINCT:
5,635
(100%)
ZEROES:
---
MAX
3.60
95%
0.50
Q3
0.11
AVG
0.12
MEDIAN
0.01
Q1
0.00
5%
0.00
MIN
0.00
RANGE
3.60
IQR
0.105
STD
0.208
VAR
0.043
KURT.
32.6
SKEW
4.21
SUM
668
30
D_52
VALUES:
5,601
(>99%)
MISSING:
34
(<1%)
DISTINCT:
5,601
(>99%)
ZEROES:
---
MAX
1.01
95%
0.46
Q3
0.24
AVG
0.19
MEDIAN
0.15
Q1
0.08
5%
0.02
MIN
-0.00
RANGE
1.01
IQR
0.166
STD
0.181
VAR
0.033
KURT.
9.97
SKEW
2.84
SUM
1,043
31
P_3
VALUES:
5,319
(94%)
MISSING:
316
(6%)
DISTINCT:
5,319
(94%)
ZEROES:
---
MAX
2.08
95%
0.84
Q3
0.69
MEDIAN
0.62
AVG
0.61
Q1
0.55
5%
0.31
MIN
-0.67
RANGE
2.75
IQR
0.138
STD
0.172
VAR
0.030
KURT.
8.68
SKEW
-0.952
SUM
3,221
32
B_10
VALUES:
5,635
(100%)
MISSING:
---
DISTINCT:
5,635
(100%)
ZEROES:
---
MAX
26.8
95%
0.3
Q3
0.3
AVG
0.2
MEDIAN
0.1
Q1
0.0
5%
0.0
MIN
-0.0
RANGE
26.8
IQR
0.266
STD
0.636
VAR
0.404
KURT.
935
SKEW
27.4
SUM
1,090
33
D_53
VALUES:
1,461
(26%)
MISSING:
4,174
(74%)
DISTINCT:
1,461
(26%)
ZEROES:
---
MAX
2.22
95%
0.36
Q3
0.05
AVG
0.07
MEDIAN
0.01
Q1
0.01
5%
0.00
MIN
0.00
RANGE
2.22
IQR
0.041
STD
0.200
VAR
0.040
KURT.
40.3
SKEW
5.72
SUM
108
34
S_5
VALUES:
5,635
(100%)
MISSING:
---
DISTINCT:
5,635
(100%)
ZEROES:
---
MAX
13.1
95%
0.4
Q3
0.1
AVG
0.1
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
13.1
IQR
0.063
STD
0.388
VAR
0.151
KURT.
650
SKEW
22.5
SUM
503
35
B_11
VALUES:
5,635
(100%)
MISSING:
---
DISTINCT:
5,635
(100%)
ZEROES:
---
MAX
1.40
95%
0.54
Q3
0.09
AVG
0.10
MEDIAN
0.02
Q1
0.01
5%
0.00
MIN
0.00
RANGE
1.40
IQR
0.085
STD
0.197
VAR
0.039
KURT.
10.8
SKEW
3.08
SUM
579
36
S_6
VALUES:
5,635
(100%)
MISSING:
---
DISTINCT:
5,635
(100%)
ZEROES:
---
MAX
1.01
95%
1.01
Q3
1.00
AVG
0.26
MEDIAN
0.01
Q1
0.00
5%
0.00
MIN
0.00
RANGE
1.01
IQR
0.997
STD
0.435
VAR
0.190
KURT.
-0.724
SKEW
1.13
SUM
1,460
37
D_54
VALUES:
5,634
(>99%)
MISSING:
1
(<1%)
DISTINCT:
5,634
(>99%)
ZEROES:
---
MAX
1.01
95%
1.01
Q3
1.01
MEDIAN
1.00
AVG
0.99
Q1
1.00
5%
1.00
MIN
-0.00
RANGE
1.01
IQR
0.005
STD
0.136
VAR
0.019
KURT.
47.7
SKEW
-7.05
SUM
5,556
38
R_4
VALUES:
5,635
(100%)
MISSING:
---
DISTINCT:
5,635
(100%)
ZEROES:
---
MAX
1.01
95%
0.01
Q3
0.01
AVG
0.03
MEDIAN
0.01
Q1
0.00
5%
0.00
MIN
0.00
RANGE
1.01
IQR
0.005
STD
0.148
VAR
0.022
KURT.
39.8
SKEW
6.46
SUM
154
39
S_7
VALUES:
4,517
(80%)
MISSING:
1,118
(20%)
DISTINCT:
4,517
(80%)
ZEROES:
---
MAX
2.24
95%
0.62
Q3
0.29
AVG
0.22
MEDIAN
0.14
Q1
0.09
5%
0.05
MIN
-0.16
RANGE
2.39
IQR
0.193
STD
0.204
VAR
0.041
KURT.
8.36
SKEW
2.31
SUM
993
40
B_12
VALUES:
5,635
(100%)
MISSING:
---
DISTINCT:
5,635
(100%)
ZEROES:
---
MAX
20.6
95%
0.4
Q3
0.1
AVG
0.1
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
20.6
IQR
0.063
STD
0.400
VAR
0.160
KURT.
1,303
SKEW
29.4
SUM
532
41
S_8
VALUES:
5,635
(100%)
MISSING:
---
DISTINCT:
5,635
(100%)
ZEROES:
---
MAX
1.23
95%
0.86
Q3
0.50
AVG
0.33
MEDIAN
0.32
Q1
0.01
5%
0.00
MIN
0.00
RANGE
1.23
IQR
0.489
STD
0.305
VAR
0.093
KURT.
-0.833
SKEW
0.528
SUM
1,853
42
D_55
VALUES:
5,448
(97%)
MISSING:
187
(3%)
DISTINCT:
5,448
(97%)
ZEROES:
---
MAX
1.29
95%
0.87
Q3
0.48
AVG
0.29
MEDIAN
0.17
Q1
0.05
5%
0.01
MIN
0.00
RANGE
1.29
IQR
0.427
STD
0.287
VAR
0.082
KURT.
-0.280
SKEW
0.948
SUM
1,583
43
D_56
VALUES:
2,592
(46%)
MISSING:
3,043
(54%)
DISTINCT:
2,592
(46%)
ZEROES:
---
MAX
2.61
95%
0.55
Q3
0.25
AVG
0.20
MEDIAN
0.15
Q1
0.09
5%
0.03
MIN
-0.01
RANGE
2.63
IQR
0.166
STD
0.193
VAR
0.037
KURT.
21.2
SKEW
3.42
SUM
526
44
B_13
VALUES:
5,578
(99%)
MISSING:
57
(1%)
DISTINCT:
5,578
(99%)
ZEROES:
---
MAX
12.4
95%
0.4
Q3
0.1
AVG
0.1
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
12.4
IQR
0.082
STD
0.351
VAR
0.123
KURT.
477
SKEW
18.1
SUM
571
45
R_5
VALUES:
5,635
(100%)
MISSING:
---
DISTINCT:
5,635
(100%)
ZEROES:
---
MAX
8.50
95%
0.01
Q3
0.01
AVG
0.03
MEDIAN
0.01
Q1
0.00
5%
0.00
MIN
0.00
RANGE
8.50
IQR
0.005
STD
0.257
VAR
0.066
KURT.
471
SKEW
19.1
SUM
172
46
D_58
VALUES:
5,635
(100%)
MISSING:
---
DISTINCT:
5,635
(100%)
ZEROES:
---
MAX
1.25
95%
0.73
Q3
0.35
AVG
0.21
MEDIAN
0.10
Q1
0.01
5%
0.00
MIN
0.00
RANGE
1.25
IQR
0.347
STD
0.253
VAR
0.064
KURT.
0.892
SKEW
1.27
SUM
1,165
47
S_9
VALUES:
2,653
(47%)
MISSING:
2,982
(53%)
DISTINCT:
2,653
(47%)
ZEROES:
---
MAX
2.56
95%
0.32
Q3
0.05
AVG
0.08
MEDIAN
0.02
Q1
0.01
5%
0.00
MIN
0.00
RANGE
2.56
IQR
0.043
STD
0.195
VAR
0.038
KURT.
53.7
SKEW
6.47
SUM
200
48
B_14
VALUES:
5,635
(100%)
MISSING:
---
DISTINCT:
5,635
(100%)
ZEROES:
---
MAX
6.23
95%
0.42
Q3
0.10
AVG
0.10
MEDIAN
0.03
Q1
0.01
5%
0.00
MIN
-0.04
RANGE
6.28
IQR
0.089
STD
0.236
VAR
0.056
KURT.
152
SKEW
9.23
SUM
562
49
D_59
VALUES:
5,525
(98%)
MISSING:
110
(2%)
DISTINCT:
5,525
(98%)
ZEROES:
---
MAX
1.71
95%
0.59
Q3
0.48
MEDIAN
0.38
AVG
0.36
Q1
0.23
5%
0.06
MIN
-0.08
RANGE
1.79
IQR
0.248
STD
0.199
VAR
0.039
KURT.
3.60
SKEW
1.00
SUM
1,989
50
D_60
VALUES:
5,635
(100%)
MISSING:
---
DISTINCT:
5,635
(100%)
ZEROES:
---
MAX
1.01
95%
1.01
Q3
0.71
AVG
0.38
MEDIAN
0.24
Q1
0.03
5%
0.00
MIN
0.00
RANGE
1.01
IQR
0.686
STD
0.374
VAR
0.140
KURT.
-1.20
SKEW
0.591
SUM
2,145
51
D_61
VALUES:
5,043
(89%)
MISSING:
592
(11%)
DISTINCT:
5,043
(89%)
ZEROES:
---
MAX
3.31
95%
0.92
Q3
0.76
AVG
0.42
MEDIAN
0.35
Q1
0.08
5%
0.01
MIN
-0.01
RANGE
3.31
IQR
0.677
STD
0.340
VAR
0.116
KURT.
-0.405
SKEW
0.400
SUM
2,107
52
B_15
VALUES:
5,632
(>99%)
MISSING:
3
(<1%)
DISTINCT:
5,632
(>99%)
ZEROES:
---
MAX
7.33
95%
0.24
Q3
0.01
AVG
0.05
MEDIAN
0.01
Q1
0.00
5%
0.00
MIN
-0.04
RANGE
7.37
IQR
0.006
STD
0.233
VAR
0.054
KURT.
267
SKEW
12.9
SUM
289
53
S_11
VALUES:
5,635
(100%)
MISSING:
---
DISTINCT:
5,635
(100%)
ZEROES:
---
MAX
2.13
95%
0.73
Q3
0.48
AVG
0.38
MEDIAN
0.29
Q1
0.28
5%
0.13
MIN
-0.19
RANGE
2.32
IQR
0.198
STD
0.190
VAR
0.036
KURT.
4.83
SKEW
1.48
SUM
2,140
54
D_62
VALUES:
4,863
(86%)
MISSING:
772
(14%)
DISTINCT:
4,863
(86%)
ZEROES:
---
MAX
4.13
95%
0.65
Q3
0.29
AVG
0.20
MEDIAN
0.10
Q1
0.03
5%
0.01
MIN
-0.00
RANGE
4.13
IQR
0.262
STD
0.236
VAR
0.056
KURT.
25.7
SKEW
3.09
SUM
954
55
D_63
VALUES:
5,635
(100%)
MISSING:
---
DISTINCT:
6
(<1%)
56
D_64
VALUES:
5,396
(96%)
MISSING:
239
(4%)
DISTINCT:
4
(<1%)
57
D_65
VALUES:
5,635
(100%)
MISSING:
---
DISTINCT:
5,635
(100%)
ZEROES:
---
MAX
7.46
95%
0.01
Q3
0.01
AVG
0.04
MEDIAN
0.01
Q1
0.00
5%
0.00
MIN
0.00
RANGE
7.46
IQR
0.005
STD
0.248
VAR
0.062
KURT.
310
SKEW
14.6
SUM
205
58
B_16
VALUES:
5,634
(>99%)
MISSING:
1
(<1%)
DISTINCT:
5,634
(>99%)
ZEROES:
---
MAX
1.01
95%
1.01
Q3
0.75
AVG
0.34
MEDIAN
0.09
Q1
0.01
5%
0.00
MIN
0.00
RANGE
1.01
IQR
0.747
STD
0.400
VAR
0.160
KURT.
-1.14
SKEW
0.763
SUM
1,891
59
B_17
VALUES:
2,307
(41%)
MISSING:
3,328
(59%)
DISTINCT:
2,307
(41%)
ZEROES:
---
MAX
1.01
95%
1.01
Q3
1.00
MEDIAN
0.93
AVG
0.73
Q1
0.55
5%
0.00
MIN
0.00
RANGE
1.01
IQR
0.451
STD
0.374
VAR
0.140
KURT.
-0.365
SKEW
-1.15
SUM
1,686
60
B_18
VALUES:
5,635
(100%)
MISSING:
---
DISTINCT:
5,635
(100%)
ZEROES:
---
MAX
1.01
95%
1.01
Q3
1.00
MEDIAN
0.65
AVG
0.61
Q1
0.21
5%
0.06
MIN
0.00
RANGE
1.01
IQR
0.793
STD
0.362
VAR
0.131
KURT.
-1.50
SKEW
-0.190
SUM
3,414
61
B_19
VALUES:
5,634
(>99%)
MISSING:
1
(<1%)
DISTINCT:
5,634
(>99%)
ZEROES:
---
MAX
1.01
95%
0.91
Q3
0.09
AVG
0.14
MEDIAN
0.01
Q1
0.00
5%
0.00
MIN
0.00
RANGE
1.01
IQR
0.082
STD
0.281
VAR
0.079
KURT.
2.76
SKEW
2.03
SUM
794
62
D_66
VALUES:
591
(10%)
MISSING:
5,044
(90%)
DISTINCT:
2
(<1%)
63
B_20
VALUES:
5,634
(>99%)
MISSING:
1
(<1%)
DISTINCT:
5,634
(>99%)
ZEROES:
---
MAX
1.01
95%
1.01
Q3
0.30
AVG
0.23
MEDIAN
0.01
Q1
0.00
5%
0.00
MIN
0.00
RANGE
1.01
IQR
0.295
STD
0.369
VAR
0.136
KURT.
0.175
SKEW
1.38
SUM
1,273
64
D_68
VALUES:
5,400
(96%)
MISSING:
235
(4%)
DISTINCT:
7
(<1%)
65
S_12
VALUES:
5,635
(100%)
MISSING:
---
DISTINCT:
5,635
(100%)
ZEROES:
---
MAX
9.61
95%
0.53
Q3
0.21
AVG
0.24
MEDIAN
0.19
Q1
0.19
5%
0.15
MIN
-0.37
RANGE
9.98
IQR
0.026
STD
0.243
VAR
0.059
KURT.
465
SKEW
15.8
SUM
1,374
66
R_6
VALUES:
5,635
(100%)
MISSING:
---
DISTINCT:
5,635
(100%)
ZEROES:
---
MAX
14.4
95%
0.0
Q3
0.0
AVG
0.1
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
14.4
IQR
0.005
STD
0.698
VAR
0.487
KURT.
327
SKEW
17.2
SUM
357
67
S_13
VALUES:
5,635
(100%)
MISSING:
---
DISTINCT:
5,635
(100%)
ZEROES:
---
MAX
1.01
95%
0.85
Q3
0.43
AVG
0.26
MEDIAN
0.01
Q1
0.00
5%
0.00
MIN
0.00
RANGE
1.01
IQR
0.423
STD
0.302
VAR
0.091
KURT.
-0.320
SKEW
0.861
SUM
1,457
68
B_21
VALUES:
5,635
(100%)
MISSING:
---
DISTINCT:
5,635
(100%)
ZEROES:
---
MAX
26.3
95%
0.0
Q3
0.0
AVG
0.0
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
26.3
IQR
0.005
STD
0.522
VAR
0.273
KURT.
1,239
SKEW
29.7
SUM
238
69
D_69
VALUES:
5,424
(96%)
MISSING:
211
(4%)
DISTINCT:
5,424
(96%)
ZEROES:
---
MAX
84.7
95%
0.0
Q3
0.0
AVG
0.1
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
84.7
IQR
0.005
STD
1.79
VAR
3.22
KURT.
1,286
SKEW
32.3
SUM
626
70
B_22
VALUES:
5,634
(>99%)
MISSING:
1
(<1%)
DISTINCT:
5,634
(>99%)
ZEROES:
---
MAX
1.51
95%
0.51
Q3
0.01
AVG
0.10
MEDIAN
0.01
Q1
0.00
5%
0.00
MIN
0.00
RANGE
1.51
IQR
0.006
STD
0.215
VAR
0.046
KURT.
5.93
SKEW
2.34
SUM
558
71
D_70
VALUES:
5,540
(98%)
MISSING:
95
(2%)
DISTINCT:
5,540
(98%)
ZEROES:
---
MAX
3.01
95%
0.51
Q3
0.25
AVG
0.10
MEDIAN
0.01
Q1
0.00
5%
0.00
MIN
0.00
RANGE
3.01
IQR
0.247
STD
0.214
VAR
0.046
KURT.
18.3
SKEW
3.43
SUM
577
72
D_71
VALUES:
5,635
(100%)
MISSING:
---
DISTINCT:
5,635
(100%)
ZEROES:
---
MAX
10.4
95%
0.3
Q3
0.0
AVG
0.1
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
10.4
IQR
0.024
STD
0.300
VAR
0.090
KURT.
544
SKEW
18.9
SUM
409
73
D_72
VALUES:
5,613
(>99%)
MISSING:
22
(<1%)
DISTINCT:
5,613
(>99%)
ZEROES:
---
MAX
3.01
95%
0.01
Q3
0.01
AVG
0.04
MEDIAN
0.01
Q1
0.00
5%
0.00
MIN
0.00
RANGE
3.01
IQR
0.005
STD
0.183
VAR
0.033
KURT.
119
SKEW
9.67
SUM
201
74
S_15
VALUES:
5,635
(100%)
MISSING:
---
DISTINCT:
5,635
(100%)
ZEROES:
---
MAX
3.00
95%
0.61
Q3
0.50
MEDIAN
0.40
AVG
0.37
Q1
0.21
5%
0.10
MIN
-0.29
RANGE
3.30
IQR
0.297
STD
0.194
VAR
0.038
KURT.
15.2
SKEW
1.75
SUM
2,110
75
B_23
VALUES:
5,635
(100%)
MISSING:
---
DISTINCT:
5,635
(100%)
ZEROES:
---
MAX
1.41
95%
0.68
Q3
0.23
AVG
0.17
MEDIAN
0.05
Q1
0.02
5%
0.01
MIN
0.00
RANGE
1.41
IQR
0.215
STD
0.229
VAR
0.052
KURT.
4.07
SKEW
1.99
SUM
942
76
D_73
VALUES:
69
(1%)
MISSING:
5,566
(99%)
DISTINCT:
69
(1%)
ZEROES:
---
MAX
1.45
95%
0.47
Q3
0.22
AVG
0.18
MEDIAN
0.12
Q1
0.06
5%
0.03
MIN
-0.01
RANGE
1.46
IQR
0.156
STD
0.212
VAR
0.045
KURT.
18.0
SKEW
3.49
SUM
12.7
77
P_4
VALUES:
5,635
(100%)
MISSING:
---
DISTINCT:
5,635
(100%)
ZEROES:
---
MAX
1.13
95%
0.96
Q3
0.01
AVG
0.14
MEDIAN
0.01
Q1
0.00
5%
0.00
MIN
0.00
RANGE
1.13
IQR
0.006
STD
0.333
VAR
0.111
KURT.
2.34
SKEW
2.08
SUM
786
78
D_74
VALUES:
5,620
(>99%)
MISSING:
15
(<1%)
DISTINCT:
5,620
(>99%)
ZEROES:
---
MAX
2.29
95%
0.58
Q3
0.22
AVG
0.15
MEDIAN
0.08
Q1
0.01
5%
0.00
MIN
0.00
RANGE
2.29
IQR
0.212
STD
0.212
VAR
0.045
KURT.
11.3
SKEW
2.70
SUM
822
79
D_75
VALUES:
5,635
(100%)
MISSING:
---
DISTINCT:
5,635
(100%)
ZEROES:
---
MAX
2.21
95%
0.60
Q3
0.21
AVG
0.16
MEDIAN
0.07
Q1
0.01
5%
0.00
MIN
0.00
RANGE
2.21
IQR
0.203
STD
0.216
VAR
0.047
KURT.
9.19
SKEW
2.40
SUM
922
80
D_76
VALUES:
665
(12%)
MISSING:
4,970
(88%)
DISTINCT:
665
(12%)
ZEROES:
---
MAX
2.45
95%
0.48
Q3
0.16
AVG
0.13
MEDIAN
0.06
Q1
0.01
5%
0.00
MIN
0.00
RANGE
2.45
IQR
0.148
STD
0.207
VAR
0.043
KURT.
34.6
SKEW
4.54
SUM
87.1
81
B_24
VALUES:
5,635
(100%)
MISSING:
---
DISTINCT:
5,635
(100%)
ZEROES:
---
MAX
10.1
95%
0.0
Q3
0.0
AVG
0.0
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
10.1
IQR
0.005
STD
0.290
VAR
0.084
KURT.
444
SKEW
18.2
SUM
207
82
R_7
VALUES:
5,635
(100%)
MISSING:
---
DISTINCT:
5,635
(100%)
ZEROES:
---
MAX
129
95%
0
Q3
0
AVG
0
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
129
IQR
0.005
STD
2.37
VAR
5.64
KURT.
1,996
SKEW
41.5
SUM
638
83
D_77
VALUES:
3,063
(54%)
MISSING:
2,572
(46%)
DISTINCT:
3,063
(54%)
ZEROES:
---
MAX
3.81
95%
0.66
Q3
0.39
AVG
0.26
MEDIAN
0.21
Q1
0.09
5%
0.01
MIN
0.00
RANGE
3.81
IQR
0.302
STD
0.239
VAR
0.057
KURT.
24.0
SKEW
2.80
SUM
810
84
B_25
VALUES:
5,632
(>99%)
MISSING:
3
(<1%)
DISTINCT:
5,632
(>99%)
ZEROES:
---
MAX
5.43
95%
0.46
Q3
0.10
AVG
0.10
MEDIAN
0.02
Q1
0.01
5%
0.00
MIN
-0.09
RANGE
5.51
IQR
0.097
STD
0.224
VAR
0.050
KURT.
101
SKEW
6.94
SUM
580
85
B_26
VALUES:
5,634
(>99%)
MISSING:
1
(<1%)
DISTINCT:
5,634
(>99%)
ZEROES:
---
MAX
214
95%
0
Q3
0
AVG
0
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
214
IQR
0.005
STD
3.19
VAR
10.2
KURT.
3,728
SKEW
58.3
SUM
649
86
D_78
VALUES:
5,352
(95%)
MISSING:
283
(5%)
DISTINCT:
5,352
(95%)
ZEROES:
---
MAX
4.00
95%
0.50
Q3
0.01
AVG
0.06
MEDIAN
0.01
Q1
0.00
5%
0.00
MIN
0.00
RANGE
4.00
IQR
0.005
STD
0.236
VAR
0.056
KURT.
77.4
SKEW
7.44
SUM
298
87
D_79
VALUES:
5,557
(99%)
MISSING:
78
(1%)
DISTINCT:
5,557
(99%)
ZEROES:
---
MAX
2.51
95%
0.51
Q3
0.01
AVG
0.06
MEDIAN
0.01
Q1
0.00
5%
0.00
MIN
0.00
RANGE
2.51
IQR
0.006
STD
0.204
VAR
0.042
KURT.
26.1
SKEW
4.50
SUM
352
88
R_8
VALUES:
5,635
(100%)
MISSING:
---
DISTINCT:
5,635
(100%)
ZEROES:
---
MAX
8.00
95%
0.01
Q3
0.01
AVG
0.03
MEDIAN
0.01
Q1
0.00
5%
0.00
MIN
0.00
RANGE
8.00
IQR
0.005
STD
0.242
VAR
0.059
KURT.
375
SKEW
16.6
SUM
162
89
R_9
VALUES:
344
(6%)
MISSING:
5,291
(94%)
DISTINCT:
344
(6%)
ZEROES:
---
MAX
1.51
95%
0.67
Q3
0.18
AVG
0.23
MEDIAN
0.17
Q1
0.17
5%
0.00
MIN
0.00
RANGE
1.51
IQR
0.007
STD
0.192
VAR
0.037
KURT.
14.3
SKEW
3.18
SUM
78.5
90
S_16
VALUES:
5,635
(100%)
MISSING:
---
DISTINCT:
5,635
(100%)
ZEROES:
---
MAX
44.3
95%
0.0
Q3
0.0
AVG
0.0
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
44.3
IQR
0.005
STD
0.730
VAR
0.533
KURT.
2,480
SKEW
44.3
SUM
265
91
D_80
VALUES:
5,620
(>99%)
MISSING:
15
(<1%)
DISTINCT:
5,620
(>99%)
ZEROES:
---
MAX
2.21
95%
0.41
Q3
0.20
AVG
0.11
MEDIAN
0.01
Q1
0.00
5%
0.00
MIN
0.00
RANGE
2.21
IQR
0.199
STD
0.198
VAR
0.039
KURT.
14.5
SKEW
3.09
SUM
595
92
R_10
VALUES:
5,635
(100%)
MISSING:
---
DISTINCT:
5,635
(100%)
ZEROES:
---
MAX
5.01
95%
0.01
Q3
0.01
AVG
0.06
MEDIAN
0.01
Q1
0.00
5%
0.00
MIN
0.00
RANGE
5.01
IQR
0.005
STD
0.282
VAR
0.080
KURT.
61.7
SKEW
6.85
SUM
333
93
R_11
VALUES:
5,635
(100%)
MISSING:
---
DISTINCT:
5,635
(100%)
ZEROES:
---
MAX
2.50
95%
0.50
Q3
0.01
AVG
0.05
MEDIAN
0.01
Q1
0.00
5%
0.00
MIN
0.00
RANGE
2.50
IQR
0.005
STD
0.177
VAR
0.031
KURT.
39.9
SKEW
5.29
SUM
284
94
B_27
VALUES:
5,634
(>99%)
MISSING:
1
(<1%)
DISTINCT:
5,634
(>99%)
ZEROES:
---
MAX
0.011
95%
0.009
Q3
0.007
AVG
0.005
MEDIAN
0.005
Q1
0.002
5%
0.000
MIN
0.000
RANGE
0.011
IQR
0.005
STD
0.003
VAR
8.15e-6
KURT.
-1.17
SKEW
0.018
SUM
27.8
95
D_81
VALUES:
5,603
(>99%)
MISSING:
32
(<1%)
DISTINCT:
5,603
(>99%)
ZEROES:
---
MAX
7.01
95%
0.01
Q3
0.01
AVG
0.06
MEDIAN
0.01
Q1
0.00
5%
0.00
MIN
0.00
RANGE
7.01
IQR
0.005
STD
0.355
VAR
0.126
KURT.
154
SKEW
10.9
SUM
311
96
D_82
VALUES:
1,540
(27%)
MISSING:
4,095
(73%)
DISTINCT:
1,540
(27%)
ZEROES:
---
MAX
1.51
95%
0.51
Q3
0.51
MEDIAN
0.50
AVG
0.45
Q1
0.50
5%
0.00
MIN
0.00
RANGE
1.51
IQR
0.006
STD
0.187
VAR
0.035
KURT.
3.97
SKEW
-0.961
SUM
699
97
S_17
VALUES:
5,635
(100%)
MISSING:
---
DISTINCT:
5,635
(100%)
ZEROES:
---
MAX
4.05
95%
0.08
Q3
0.01
AVG
0.03
MEDIAN
0.01
Q1
0.00
5%
0.00
MIN
0.00
RANGE
4.05
IQR
0.005
STD
0.210
VAR
0.044
KURT.
182
SKEW
12.3
SUM
192
98
R_12
VALUES:
5,635
(100%)
MISSING:
---
DISTINCT:
5,635
(100%)
ZEROES:
---
MAX
1.01
95%
1.01
Q3
1.01
MEDIAN
1.00
AVG
0.98
Q1
1.00
5%
1.00
MIN
-0.09
RANGE
1.10
IQR
0.005
STD
0.155
VAR
0.024
KURT.
32.9
SKEW
-5.86
SUM
5,516
99
B_28
VALUES:
5,635
(100%)
MISSING:
---
DISTINCT:
5,635
(100%)
ZEROES:
---
MAX
2.89
95%
0.53
Q3
0.19
AVG
0.15
MEDIAN
0.07
Q1
0.03
5%
0.01
MIN
0.00
RANGE
2.89
IQR
0.161
STD
0.217
VAR
0.047
KURT.
27.6
SKEW
4.05
SUM
849
100
R_13
VALUES:
5,635
(100%)
MISSING:
---
DISTINCT:
5,635
(100%)
ZEROES:
---
MAX
0.358
95%
0.010
Q3
0.008
AVG
0.005
MEDIAN
0.005
Q1
0.003
5%
0.000
MIN
0.000
RANGE
0.358
IQR
0.005
STD
0.008
VAR
6.91e-5
KURT.
924
SKEW
25.6
SUM
30.9
101
D_83
VALUES:
5,424
(96%)
MISSING:
211
(4%)
DISTINCT:
5,424
(96%)
ZEROES:
---
MAX
12.0
95%
0.0
Q3
0.0
AVG
0.0
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
12.0
IQR
0.005
STD
0.327
VAR
0.107
KURT.
522
SKEW
18.3
SUM
241
102
R_14
VALUES:
5,635
(100%)
MISSING:
---
DISTINCT:
5,635
(100%)
ZEROES:
---
MAX
444
95%
0
Q3
0
AVG
0
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
444
IQR
0.005
STD
9.51
VAR
90.5
KURT.
1,341
SKEW
34.9
SUM
2,144
103
R_15
VALUES:
5,635
(100%)
MISSING:
---
DISTINCT:
5,635
(100%)
ZEROES:
---
MAX
1.01
95%
0.01
Q3
0.01
AVG
0.02
MEDIAN
0.01
Q1
0.00
5%
0.00
MIN
0.00
RANGE
1.01
IQR
0.005
STD
0.121
VAR
0.015
KURT.
62.9
SKEW
8.05
SUM
111
104
D_84
VALUES:
5,601
(>99%)
MISSING:
34
(<1%)
DISTINCT:
5,601
(>99%)
ZEROES:
---
MAX
7.01
95%
0.01
Q3
0.01
AVG
0.04
MEDIAN
0.01
Q1
0.00
5%
0.00
MIN
0.00
RANGE
7.01
IQR
0.005
STD
0.271
VAR
0.074
KURT.
237
SKEW
13.2
SUM
237
105
R_16
VALUES:
5,635
(100%)
MISSING:
---
DISTINCT:
5,635
(100%)
ZEROES:
---
MAX
4.51
95%
0.50
Q3
0.01
AVG
0.06
MEDIAN
0.01
Q1
0.00
5%
0.00
MIN
0.00
RANGE
4.51
IQR
0.005
STD
0.243
VAR
0.059
KURT.
75.9
SKEW
7.14
SUM
343
106
B_29
VALUES:
407
(7%)
MISSING:
5,228
(93%)
DISTINCT:
407
(7%)
ZEROES:
---
MAX
3.04
95%
0.01
Q3
0.01
AVG
0.02
MEDIAN
0.01
Q1
0.00
5%
0.00
MIN
0.00
RANGE
3.04
IQR
0.005
STD
0.197
VAR
0.039
KURT.
194
SKEW
13.7
SUM
8.38
107
B_30
VALUES:
5,634
(>99%)
MISSING:
1
(<1%)
DISTINCT:
3
(<1%)
108
S_18
VALUES:
5,635
(100%)
MISSING:
---
DISTINCT:
5,635
(100%)
ZEROES:
---
MAX
1.01
95%
0.01
Q3
0.01
AVG
0.03
MEDIAN
0.00
Q1
0.00
5%
0.00
MIN
0.00
RANGE
1.01
IQR
0.005
STD
0.163
VAR
0.027
KURT.
31.6
SKEW
5.80
SUM
182
109
D_86
VALUES:
5,635
(100%)
MISSING:
---
DISTINCT:
5,635
(100%)
ZEROES:
---
MAX
1.01
95%
0.01
Q3
0.01
AVG
0.04
MEDIAN
0.01
Q1
0.00
5%
0.00
MIN
0.00
RANGE
1.01
IQR
0.005
STD
0.181
VAR
0.033
KURT.
24.7
SKEW
5.17
SUM
218
110
D_87
VALUES:
1
(<1%)
MISSING:
5,634
(>99%)
DISTINCT:
1
(<1%)
111
R_17
VALUES:
5,635
(100%)
MISSING:
---
DISTINCT:
5,635
(100%)
ZEROES:
---
MAX
0.175
95%
0.010
Q3
0.008
AVG
0.005
MEDIAN
0.005
Q1
0.003
5%
0.001
MIN
0.000
RANGE
0.175
IQR
0.005
STD
0.006
VAR
3.66e-5
KURT.
301
SKEW
14.1
SUM
30.1
112
R_18
VALUES:
5,635
(100%)
MISSING:
---
DISTINCT:
5,635
(100%)
ZEROES:
---
MAX
0.074
95%
0.009
Q3
0.008
AVG
0.005
MEDIAN
0.005
Q1
0.003
5%
0.001
MIN
0.000
RANGE
0.074
IQR
0.005
STD
0.003
VAR
9.17e-6
KURT.
45.1
SKEW
2.03
SUM
28.5
113
D_88
VALUES:
5
(<1%)
MISSING:
5,630
(>99%)
DISTINCT:
5
(<1%)
114
B_31
VALUES:
5,635
(100%)
MISSING:
---
DISTINCT:
2
(<1%)
115
S_19
VALUES:
5,635
(100%)
MISSING:
---
DISTINCT:
5,635
(100%)
ZEROES:
---
MAX
0.049
95%
0.010
Q3
0.008
AVG
0.005
MEDIAN
0.005
Q1
0.002
5%
0.000
MIN
0.000
RANGE
0.049
IQR
0.005
STD
0.003
VAR
9.24e-6
KURT.
9.09
SKEW
0.834
SUM
28.4
116
R_19
VALUES:
5,635
(100%)
MISSING:
---
DISTINCT:
5,635
(100%)
ZEROES:
---
MAX
1.01
95%
0.01
Q3
0.01
AVG
0.02
MEDIAN
0.01
Q1
0.00
5%
0.00
MIN
0.00
RANGE
1.01
IQR
0.005
STD
0.130
VAR
0.017
KURT.
53.1
SKEW
7.42
SUM
125
117
B_32
VALUES:
5,635
(100%)
MISSING:
---
DISTINCT:
5,635
(100%)
ZEROES:
---
MAX
1.01
95%
0.01
Q3
0.01
AVG
0.03
MEDIAN
0.01
Q1
0.00
5%
0.00
MIN
0.00
RANGE
1.01
IQR
0.005
STD
0.147
VAR
0.022
KURT.
40.1
SKEW
6.49
SUM
153
118
S_20
VALUES:
5,635
(100%)
MISSING:
---
DISTINCT:
5,635
(100%)
ZEROES:
---
MAX
1.01
95%
0.01
Q3
0.01
AVG
0.02
MEDIAN
0.01
Q1
0.00
5%
0.00
MIN
0.00
RANGE
1.01
IQR
0.005
STD
0.108
VAR
0.012
KURT.
79.1
SKEW
9.00
SUM
95.2
119
R_20
VALUES:
5,635
(100%)
MISSING:
---
DISTINCT:
5,635
(100%)
ZEROES:
---
MAX
9.00
95%
0.01
Q3
0.01
AVG
0.04
MEDIAN
0.01
Q1
0.00
5%
0.00
MIN
0.00
RANGE
9.00
IQR
0.005
STD
0.339
VAR
0.115
KURT.
349
SKEW
16.6
SUM
213
120
R_21
VALUES:
5,635
(100%)
MISSING:
---
DISTINCT:
5,635
(100%)
ZEROES:
---
MAX
1.01
95%
0.01
Q3
0.01
AVG
0.02
MEDIAN
0.01
Q1
0.00
5%
0.00
MIN
0.00
RANGE
1.01
IQR
0.005
STD
0.126
VAR
0.016
KURT.
56.9
SKEW
7.67
SUM
119
121
B_33
VALUES:
5,634
(>99%)
MISSING:
1
(<1%)
DISTINCT:
5,634
(>99%)
ZEROES:
---
MAX
1.01
95%
1.01
Q3
1.01
MEDIAN
1.00
AVG
0.63
Q1
0.01
5%
0.00
MIN
0.00
RANGE
1.01
IQR
0.999
STD
0.485
VAR
0.235
KURT.
-1.75
SKEW
-0.499
SUM
3,527
122
D_89
VALUES:
5,601
(>99%)
MISSING:
34
(<1%)
DISTINCT:
5,601
(>99%)
ZEROES:
---
MAX
0.676
95%
0.010
Q3
0.008
AVG
0.006
MEDIAN
0.005
Q1
0.003
5%
0.001
MIN
0.000
RANGE
0.676
IQR
0.005
STD
0.020
VAR
4.05e-4
KURT.
464
SKEW
19.1
SUM
36.2
123
R_22
VALUES:
5,635
(100%)
MISSING:
---
DISTINCT:
5,635
(100%)
ZEROES:
---
MAX
1.01
95%
0.01
Q3
0.01
AVG
0.01
MEDIAN
0.00
Q1
0.00
5%
0.00
MIN
0.00
RANGE
1.01
IQR
0.005
STD
0.061
VAR
0.004
KURT.
262
SKEW
16.2
SUM
48.8
124
R_23
VALUES:
5,635
(100%)
MISSING:
---
DISTINCT:
5,635
(100%)
ZEROES:
---
MAX
1.01
95%
0.01
Q3
0.01
AVG
0.01
MEDIAN
0.01
Q1
0.00
5%
0.00
MIN
0.00
RANGE
1.01
IQR
0.005
STD
0.014
VAR
1.86e-4
KURT.
5,140
SKEW
70.1
SUM
29.4
125
D_91
VALUES:
5,465
(97%)
MISSING:
170
(3%)
DISTINCT:
5,465
(97%)
ZEROES:
---
MAX
2.01
95%
0.51
Q3
0.01
AVG
0.06
MEDIAN
0.01
Q1
0.00
5%
0.00
MIN
0.00
RANGE
2.01
IQR
0.006
STD
0.181
VAR
0.033
KURT.
14.8
SKEW
3.59
SUM
333
126
D_92
VALUES:
5,635
(100%)
MISSING:
---
DISTINCT:
5,635
(100%)
ZEROES:
---
MAX
2.01
95%
1.00
Q3
0.01
AVG
0.09
MEDIAN
0.01
Q1
0.00
5%
0.00
MIN
0.00
RANGE
2.01
IQR
0.006
STD
0.299
VAR
0.089
KURT.
10.3
SKEW
3.28
SUM
535
127
D_93
VALUES:
5,635
(100%)
MISSING:
---
DISTINCT:
5,635
(100%)
ZEROES:
---
MAX
1.01
95%
0.01
Q3
0.01
AVG
0.02
MEDIAN
0.01
Q1
0.00
5%
0.00
MIN
0.00
RANGE
1.01
IQR
0.005
STD
0.109
VAR
0.012
KURT.
77.8
SKEW
8.93
SUM
96.5
128
D_94
VALUES:
5,635
(100%)
MISSING:
---
DISTINCT:
5,635
(100%)
ZEROES:
---
MAX
1.01
95%
0.01
Q3
0.01
AVG
0.02
MEDIAN
0.01
Q1
0.00
5%
0.00
MIN
0.00
RANGE
1.01
IQR
0.005
STD
0.130
VAR
0.017
KURT.
53.1
SKEW
7.42
SUM
125
129
R_24
VALUES:
5,635
(100%)
MISSING:
---
DISTINCT:
5,635
(100%)
ZEROES:
---
MAX
1.01
95%
0.01
Q3
0.01
AVG
0.02
MEDIAN
0.01
Q1
0.00
5%
0.00
MIN
0.00
RANGE
1.01
IQR
0.005
STD
0.123
VAR
0.015
KURT.
59.8
SKEW
7.86
SUM
115
130
R_25
VALUES:
5,635
(100%)
MISSING:
---
DISTINCT:
5,635
(100%)
ZEROES:
---
MAX
1.01
95%
0.01
Q3
0.01
AVG
0.01
MEDIAN
0.01
Q1
0.00
5%
0.00
MIN
0.00
RANGE
1.01
IQR
0.005
STD
0.058
VAR
0.003
KURT.
290
SKEW
17.1
SUM
47.2
131
D_96
VALUES:
5,635
(100%)
MISSING:
---
DISTINCT:
5,635
(100%)
ZEROES:
---
MAX
1.01
95%
0.01
Q3
0.01
AVG
0.03
MEDIAN
0.01
Q1
0.00
5%
0.00
MIN
0.00
RANGE
1.01
IQR
0.005
STD
0.165
VAR
0.027
KURT.
30.7
SKEW
5.72
SUM
186
132
S_22
VALUES:
5,614
(>99%)
MISSING:
21
(<1%)
DISTINCT:
5,614
(>99%)
ZEROES:
---
MAX
1.0
95%
1.0
Q3
1.0
MEDIAN
0.9
AVG
0.8
Q1
0.7
5%
0.3
MIN
-82.7
RANGE
83.7
IQR
0.240
STD
1.32
VAR
1.75
KURT.
2,981
SKEW
-51.0
SUM
4,231
133
S_23
VALUES:
5,634
(>99%)
MISSING:
1
(<1%)
DISTINCT:
5,634
(>99%)
ZEROES:
---
MAX
12.1
95%
0.5
Q3
0.1
AVG
0.2
MEDIAN
0.1
Q1
0.1
5%
0.1
MIN
-5.8
RANGE
17.9
IQR
0.006
STD
0.338
VAR
0.114
KURT.
589
SKEW
16.9
SUM
985
134
S_24
VALUES:
5,614
(>99%)
MISSING:
21
(<1%)
DISTINCT:
5,614
(>99%)
ZEROES:
---
MAX
1.0
95%
1.0
Q3
1.0
MEDIAN
0.9
AVG
0.7
Q1
0.7
5%
0.1
MIN
-49.6
RANGE
50.6
IQR
0.252
STD
0.987
VAR
0.974
KURT.
2,058
SKEW
-42.0
SUM
4,037
135
S_25
VALUES:
5,616
(>99%)
MISSING:
19
(<1%)
DISTINCT:
5,616
(>99%)
ZEROES:
---
MAX
1.83
95%
0.98
Q3
0.98
MEDIAN
0.97
AVG
0.93
Q1
0.97
5%
0.59
MIN
-2.45
RANGE
4.28
IQR
0.005
STD
0.200
VAR
0.040
KURT.
66.6
SKEW
-6.74
SUM
5,222
136
S_26
VALUES:
5,634
(>99%)
MISSING:
1
(<1%)
DISTINCT:
5,634
(>99%)
ZEROES:
---
MAX
17.7
95%
0.3
Q3
0.0
AVG
0.1
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
17.7
IQR
0.007
STD
0.444
VAR
0.197
KURT.
649
SKEW
21.4
SUM
435
137
D_102
VALUES:
5,589
(>99%)
MISSING:
46
(<1%)
DISTINCT:
5,589
(>99%)
ZEROES:
---
MAX
1.09
95%
0.81
Q3
0.33
AVG
0.19
MEDIAN
0.01
Q1
0.00
5%
0.00
MIN
0.00
RANGE
1.09
IQR
0.328
STD
0.274
VAR
0.075
KURT.
0.990
SKEW
1.43
SUM
1,052
138
D_103
VALUES:
5,533
(98%)
MISSING:
102
(2%)
DISTINCT:
5,533
(98%)
ZEROES:
---
MAX
1.01
95%
1.01
Q3
1.00
AVG
0.47
MEDIAN
0.01
Q1
0.00
5%
0.00
MIN
0.00
RANGE
1.01
IQR
1.000
STD
0.498
VAR
0.248
KURT.
-1.98
SKEW
0.157
SUM
2,577
139
D_104
VALUES:
5,533
(98%)
MISSING:
102
(2%)
DISTINCT:
5,533
(98%)
ZEROES:
---
MAX
1.06
95%
0.99
Q3
0.96
AVG
0.45
MEDIAN
0.01
Q1
0.00
5%
0.00
MIN
0.00
RANGE
1.06
IQR
0.959
STD
0.481
VAR
0.231
KURT.
-1.97
SKEW
0.158
SUM
2,486
140
D_105
VALUES:
2,550
(45%)
MISSING:
3,085
(55%)
DISTINCT:
2,550
(45%)
ZEROES:
---
MAX
3.29
95%
0.82
Q3
0.52
AVG
0.37
MEDIAN
0.34
Q1
0.17
5%
0.03
MIN
-0.01
RANGE
3.29
IQR
0.353
STD
0.257
VAR
0.066
KURT.
7.10
SKEW
1.28
SUM
943
141
D_106
VALUES:
509
(9%)
MISSING:
5,126
(91%)
DISTINCT:
509
(9%)
ZEROES:
---
MAX
5.52
95%
0.57
Q3
0.27
AVG
0.21
MEDIAN
0.14
Q1
0.09
5%
0.00
MIN
0.00
RANGE
5.52
IQR
0.179
STD
0.313
VAR
0.098
KURT.
165
SKEW
10.4
SUM
107
142
D_107
VALUES:
5,533
(98%)
MISSING:
102
(2%)
DISTINCT:
5,533
(98%)
ZEROES:
---
MAX
4.01
95%
0.67
Q3
0.34
AVG
0.21
MEDIAN
0.01
Q1
0.00
5%
0.00
MIN
0.00
RANGE
4.01
IQR
0.335
STD
0.260
VAR
0.068
KURT.
10.4
SKEW
1.84
SUM
1,144
143
B_36
VALUES:
5,635
(100%)
MISSING:
---
DISTINCT:
5,635
(100%)
ZEROES:
---
MAX
0.507
95%
0.010
Q3
0.008
AVG
0.006
MEDIAN
0.005
Q1
0.003
5%
0.001
MIN
0.000
RANGE
0.507
IQR
0.005
STD
0.020
VAR
4.02e-4
KURT.
403
SKEW
19.3
SUM
34.7
144
B_37
VALUES:
5,635
(100%)
MISSING:
---
DISTINCT:
5,635
(100%)
ZEROES:
---
MAX
1.33
95%
0.57
Q3
0.12
AVG
0.11
MEDIAN
0.03
Q1
0.01
5%
0.00
MIN
-0.23
RANGE
1.55
IQR
0.107
STD
0.200
VAR
0.040
KURT.
9.20
SKEW
2.85
SUM
647
145
R_26
VALUES:
577
(10%)
MISSING:
5,058
(90%)
DISTINCT:
577
(10%)
ZEROES:
---
MAX
2.47
95%
0.29
Q3
0.08
AVG
0.08
MEDIAN
0.04
Q1
0.00
5%
0.00
MIN
0.00
RANGE
2.47
IQR
0.072
STD
0.205
VAR
0.042
KURT.
73.5
SKEW
7.57
SUM
46.3
146
R_27
VALUES:
5,500
(98%)
MISSING:
135
(2%)
DISTINCT:
5,500
(98%)
ZEROES:
---
MAX
1.01
95%
1.01
Q3
1.01
MEDIAN
1.00
AVG
0.90
Q1
1.00
5%
0.02
MIN
-0.01
RANGE
1.02
IQR
0.006
STD
0.303
VAR
0.092
KURT.
4.67
SKEW
-2.58
SUM
4,958
147
B_38
VALUES:
5,634
(>99%)
MISSING:
1
(<1%)
DISTINCT:
7
(<1%)
148
D_108
VALUES:
32
(<1%)
MISSING:
5,603
(>99%)
DISTINCT:
32
(<1%)
ZEROES:
---
MAX
1.00
95%
0.01
Q3
0.01
AVG
0.04
MEDIAN
0.01
Q1
0.00
5%
0.00
MIN
0.00
RANGE
1.00
IQR
0.003
STD
0.177
VAR
0.031
KURT.
32.0
SKEW
5.65
SUM
1.16
149
D_109
VALUES:
5,633
(>99%)
MISSING:
2
(<1%)
DISTINCT:
5,633
(>99%)
ZEROES:
---
MAX
1.01
95%
0.01
Q3
0.01
AVG
0.01
MEDIAN
0.01
Q1
0.00
5%
0.00
MIN
0.00
RANGE
1.01
IQR
0.005
STD
0.042
VAR
0.002
KURT.
554
SKEW
23.5
SUM
38.3
150
D_110
VALUES:
22
(<1%)
MISSING:
5,613
(>99%)
DISTINCT:
22
(<1%)
ZEROES:
---
MAX
1.010
95%
1.010
Q3
1.007
MEDIAN
1.002
AVG
0.813
Q1
0.758
5%
0.286
MIN
0.145
RANGE
0.865
IQR
0.249
STD
0.277
VAR
0.077
KURT.
0.578
SKEW
-1.33
SUM
17.9
151
D_111
VALUES:
22
(<1%)
MISSING:
5,613
(>99%)
DISTINCT:
22
(<1%)
ZEROES:
---
MAX
1.010
95%
1.009
Q3
1.003
MEDIAN
1.001
AVG
0.935
Q1
1.000
5%
0.509
MIN
0.505
RANGE
0.505
IQR
0.003
STD
0.174
VAR
0.030
KURT.
3.49
SKEW
-2.28
SUM
20.6
152
B_39
VALUES:
25
(<1%)
MISSING:
5,610
(>99%)
DISTINCT:
25
(<1%)
ZEROES:
---
MAX
1.010
95%
1.004
Q3
0.348
AVG
0.321
MEDIAN
0.195
Q1
0.105
5%
0.051
MIN
0.027
RANGE
0.983
IQR
0.243
STD
0.325
VAR
0.106
KURT.
0.941
SKEW
1.50
SUM
8.03
153
D_112
VALUES:
5,633
(>99%)
MISSING:
2
(<1%)
DISTINCT:
5,633
(>99%)
ZEROES:
---
MAX
1.01
95%
1.01
Q3
1.01
MEDIAN
1.00
AVG
0.85
Q1
1.00
5%
0.01
MIN
0.00
RANGE
1.01
IQR
0.006
STD
0.360
VAR
0.130
KURT.
1.67
SKEW
-1.91
SUM
4,796
154
B_40
VALUES:
5,635
(100%)
MISSING:
---
DISTINCT:
5,635
(100%)
ZEROES:
---
MAX
279
95%
1
Q3
0
AVG
0
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
279
IQR
0.220
STD
3.73
VAR
13.9
KURT.
5,558
SKEW
74.3
SUM
1,269
155
S_27
VALUES:
4,146
(74%)
MISSING:
1,489
(26%)
DISTINCT:
4,146
(74%)
ZEROES:
---
MAX
4.62
95%
0.67
Q3
0.45
MEDIAN
0.30
AVG
0.28
Q1
0.01
5%
0.00
MIN
0.00
RANGE
4.62
IQR
0.443
STD
0.320
VAR
0.102
KURT.
53.1
SKEW
4.83
SUM
1,168
156
D_113
VALUES:
5,449
(97%)
MISSING:
186
(3%)
DISTINCT:
5,449
(97%)
ZEROES:
---
MAX
7.61
95%
0.61
Q3
0.21
AVG
0.16
MEDIAN
0.01
Q1
0.00
5%
0.00
MIN
0.00
RANGE
7.61
IQR
0.203
STD
0.247
VAR
0.061
KURT.
154
SKEW
6.46
SUM
847
157
D_114
VALUES:
5,449
(97%)
MISSING:
186
(3%)
DISTINCT:
2
(<1%)
158
D_115
VALUES:
5,449
(97%)
MISSING:
186
(3%)
DISTINCT:
5,449
(97%)
ZEROES:
---
MAX
1.84
95%
0.80
Q3
0.44
AVG
0.28
MEDIAN
0.21
Q1
0.06
5%
0.01
MIN
0.00
RANGE
1.84
IQR
0.373
STD
0.258
VAR
0.067
KURT.
0.735
SKEW
1.07
SUM
1,540
159
D_116
VALUES:
5,449
(97%)
MISSING:
186
(3%)
DISTINCT:
2
(<1%)
160
D_117
VALUES:
5,449
(97%)
MISSING:
186
(3%)
DISTINCT:
7
(<1%)
161
D_118
VALUES:
5,449
(97%)
MISSING:
186
(3%)
DISTINCT:
5,449
(97%)
ZEROES:
---
MAX
1.80
95%
0.80
Q3
0.45
AVG
0.29
MEDIAN
0.23
Q1
0.06
5%
0.01
MIN
0.00
RANGE
1.80
IQR
0.390
STD
0.261
VAR
0.068
KURT.
0.497
SKEW
0.975
SUM
1,575
162
D_119
VALUES:
5,449
(97%)
MISSING:
186
(3%)
DISTINCT:
5,449
(97%)
ZEROES:
---
MAX
1.81
95%
0.80
Q3
0.45
AVG
0.28
MEDIAN
0.22
Q1
0.06
5%
0.01
MIN
0.00
RANGE
1.81
IQR
0.391
STD
0.262
VAR
0.069
KURT.
0.539
SKEW
0.998
SUM
1,551
163
D_120
VALUES:
5,449
(97%)
MISSING:
186
(3%)
DISTINCT:
2
(<1%)
164
D_121
VALUES:
5,449
(97%)
MISSING:
186
(3%)
DISTINCT:
5,449
(97%)
ZEROES:
---
MAX
1.64
95%
0.79
Q3
0.72
MEDIAN
0.60
AVG
0.53
Q1
0.35
5%
0.09
MIN
-0.03
RANGE
1.67
IQR
0.363
STD
0.237
VAR
0.056
KURT.
-0.334
SKEW
-0.397
SUM
2,911
165
D_122
VALUES:
5,449
(97%)
MISSING:
186
(3%)
DISTINCT:
5,449
(97%)
ZEROES:
---
MAX
1.44
95%
0.86
Q3
0.58
MEDIAN
0.43
AVG
0.41
Q1
0.15
5%
0.14
MIN
0.00
RANGE
1.44
IQR
0.425
STD
0.242
VAR
0.058
KURT.
0.175
SKEW
0.723
SUM
2,232
166
D_123
VALUES:
5,449
(97%)
MISSING:
186
(3%)
DISTINCT:
5,449
(97%)
ZEROES:
---
MAX
2.00
95%
0.01
Q3
0.01
AVG
0.05
MEDIAN
0.01
Q1
0.00
5%
0.00
MIN
0.00
RANGE
2.00
IQR
0.005
STD
0.204
VAR
0.042
KURT.
20.4
SKEW
4.65
SUM
260
167
D_124
VALUES:
5,449
(97%)
MISSING:
186
(3%)
DISTINCT:
5,449
(97%)
ZEROES:
---
MAX
2.37
95%
0.73
Q3
0.42
AVG
0.30
MEDIAN
0.27
Q1
0.14
5%
0.01
MIN
-0.05
RANGE
2.42
IQR
0.276
STD
0.223
VAR
0.050
KURT.
3.24
SKEW
1.26
SUM
1,644
168
D_125
VALUES:
5,449
(97%)
MISSING:
186
(3%)
DISTINCT:
5,449
(97%)
ZEROES:
---
MAX
3.00
95%
1.00
Q3
0.01
AVG
0.08
MEDIAN
0.01
Q1
0.00
5%
0.00
MIN
0.00
RANGE
3.00
IQR
0.005
STD
0.297
VAR
0.088
KURT.
17.5
SKEW
3.99
SUM
462
169
D_126
VALUES:
5,500
(98%)
MISSING:
135
(2%)
DISTINCT:
3
(<1%)
170
D_127
VALUES:
5,635
(100%)
MISSING:
---
DISTINCT:
5,635
(100%)
ZEROES:
---
MAX
1.01
95%
1.01
Q3
0.01
AVG
0.12
MEDIAN
0.01
Q1
0.00
5%
0.00
MIN
0.00
RANGE
1.01
IQR
0.006
STD
0.313
VAR
0.098
KURT.
4.20
SKEW
2.49
SUM
649
171
D_128
VALUES:
5,533
(98%)
MISSING:
102
(2%)
DISTINCT:
5,533
(98%)
ZEROES:
---
MAX
1.01
95%
1.01
Q3
1.00
MEDIAN
1.00
AVG
0.59
Q1
0.01
5%
0.00
MIN
0.00
RANGE
1.01
IQR
0.998
STD
0.492
VAR
0.242
KURT.
-1.88
SKEW
-0.342
SUM
3,258
172
D_129
VALUES:
5,533
(98%)
MISSING:
102
(2%)
DISTINCT:
5,533
(98%)
ZEROES:
---
MAX
1.01
95%
1.01
Q3
1.00
AVG
0.44
MEDIAN
0.01
Q1
0.00
5%
0.00
MIN
0.00
RANGE
1.01
IQR
1.000
STD
0.495
VAR
0.245
KURT.
-1.92
SKEW
0.280
SUM
2,411
173
B_41
VALUES:
5,634
(>99%)
MISSING:
1
(<1%)
DISTINCT:
5,634
(>99%)
ZEROES:
---
MAX
7.01
95%
0.01
Q3
0.01
AVG
0.03
MEDIAN
0.01
Q1
0.00
5%
0.00
MIN
0.00
RANGE
7.01
IQR
0.005
STD
0.212
VAR
0.045
KURT.
289
SKEW
13.6
SUM
172
174
B_42
VALUES:
76
(1%)
MISSING:
5,559
(99%)
DISTINCT:
76
(1%)
ZEROES:
---
MAX
2.54
95%
0.68
Q3
0.16
AVG
0.15
MEDIAN
0.01
Q1
0.01
5%
0.00
MIN
0.00
RANGE
2.54
IQR
0.151
STD
0.346
VAR
0.120
KURT.
30.9
SKEW
4.98
SUM
11.3
175
D_130
VALUES:
5,533
(98%)
MISSING:
102
(2%)
DISTINCT:
5,533
(98%)
ZEROES:
---
MAX
1.01
95%
1.01
Q3
0.01
AVG
0.20
MEDIAN
0.01
Q1
0.00
5%
0.00
MIN
0.00
RANGE
1.01
IQR
0.006
STD
0.394
VAR
0.155
KURT.
0.463
SKEW
1.57
SUM
1,087
176
D_131
VALUES:
5,533
(98%)
MISSING:
102
(2%)
DISTINCT:
5,533
(98%)
ZEROES:
---
MAX
1.34
95%
0.98
Q3
0.01
AVG
0.10
MEDIAN
0.01
Q1
0.00
5%
0.00
MIN
0.00
RANGE
1.34
IQR
0.006
STD
0.286
VAR
0.082
KURT.
5.93
SKEW
2.81
SUM
533
177
D_132
VALUES:
513
(9%)
MISSING:
5,122
(91%)
DISTINCT:
513
(9%)
ZEROES:
---
MAX
4.23
95%
0.52
Q3
0.29
AVG
0.22
MEDIAN
0.16
Q1
0.08
5%
0.02
MIN
-0.01
RANGE
4.24
IQR
0.210
STD
0.306
VAR
0.094
KURT.
106
SKEW
8.80
SUM
112
178
D_133
VALUES:
5,587
(>99%)
MISSING:
48
(<1%)
DISTINCT:
5,587
(>99%)
ZEROES:
---
MAX
1.51
95%
0.30
Q3
0.01
AVG
0.04
MEDIAN
0.01
Q1
0.00
5%
0.00
MIN
0.00
RANGE
1.51
IQR
0.005
STD
0.170
VAR
0.029
KURT.
31.6
SKEW
5.34
SUM
247
179
R_28
VALUES:
5,635
(100%)
MISSING:
---
DISTINCT:
5,635
(100%)
ZEROES:
---
MAX
1.01
95%
0.01
Q3
0.01
AVG
0.01
MEDIAN
0.01
Q1
0.00
5%
0.00
MIN
0.00
RANGE
1.01
IQR
0.005
STD
0.033
VAR
0.001
KURT.
921
SKEW
30.3
SUM
34.3
180
D_134
VALUES:
206
(4%)
MISSING:
5,429
(96%)
DISTINCT:
206
(4%)
ZEROES:
---
MAX
1.01
95%
1.00
Q3
0.42
AVG
0.32
MEDIAN
0.24
Q1
0.12
5%
0.05
MIN
-0.00
RANGE
1.01
IQR
0.293
STD
0.270
VAR
0.073
KURT.
0.770
SKEW
1.29
SUM
66.6
181
D_135
VALUES:
206
(4%)
MISSING:
5,429
(96%)
DISTINCT:
206
(4%)
ZEROES:
---
MAX
1.01
95%
0.01
Q3
0.01
AVG
0.03
MEDIAN
0.00
Q1
0.00
5%
0.00
MIN
0.00
RANGE
1.01
IQR
0.005
STD
0.155
VAR
0.024
KURT.
37.1
SKEW
6.22
SUM
6.03
182
D_136
VALUES:
206
(4%)
MISSING:
5,429
(96%)
DISTINCT:
206
(4%)
ZEROES:
---
MAX
1.76
95%
0.51
Q3
0.26
MEDIAN
0.25
AVG
0.25
Q1
0.01
5%
0.00
MIN
0.00
RANGE
1.76
IQR
0.248
STD
0.245
VAR
0.060
KURT.
11.2
SKEW
2.61
SUM
51.3
183
D_137
VALUES:
206
(4%)
MISSING:
5,429
(96%)
DISTINCT:
206
(4%)
ZEROES:
---
MAX
1.01
95%
0.01
Q3
0.01
AVG
0.03
MEDIAN
0.01
Q1
0.00
5%
0.00
MIN
0.00
RANGE
1.01
IQR
0.006
STD
0.154
VAR
0.024
KURT.
37.1
SKEW
6.22
SUM
6.07
184
D_138
VALUES:
206
(4%)
MISSING:
5,429
(96%)
DISTINCT:
206
(4%)
ZEROES:
---
MAX
1.51
95%
0.51
Q3
0.50
AVG
0.16
MEDIAN
0.01
Q1
0.00
5%
0.00
MIN
0.00
RANGE
1.51
IQR
0.497
STD
0.280
VAR
0.078
KURT.
3.23
SKEW
1.81
SUM
33.0
185
D_139
VALUES:
5,533
(98%)
MISSING:
102
(2%)
DISTINCT:
5,533
(98%)
ZEROES:
---
MAX
1.01
95%
1.01
Q3
0.01
AVG
0.17
MEDIAN
0.01
Q1
0.00
5%
0.00
MIN
0.00
RANGE
1.01
IQR
0.006
STD
0.371
VAR
0.138
KURT.
1.27
SKEW
1.81
SUM
940
186
D_140
VALUES:
5,589
(>99%)
MISSING:
46
(<1%)
DISTINCT:
5,589
(>99%)
ZEROES:
---
MAX
1.01
95%
0.01
Q3
0.01
AVG
0.03
MEDIAN
0.01
Q1
0.00
5%
0.00
MIN
0.00
RANGE
1.01
IQR
0.005
STD
0.145
VAR
0.021
KURT.
41.6
SKEW
6.60
SUM
148
187
D_141
VALUES:
5,533
(98%)
MISSING:
102
(2%)
DISTINCT:
5,533
(98%)
ZEROES:
---
MAX
1.08
95%
0.95
Q3
0.01
AVG
0.16
MEDIAN
0.01
Q1
0.00
5%
0.00
MIN
0.00
RANGE
1.08
IQR
0.006
STD
0.341
VAR
0.117
KURT.
1.34
SKEW
1.82
SUM
866
188
D_142
VALUES:
912
(16%)
MISSING:
4,723
(84%)
DISTINCT:
912
(16%)
ZEROES:
---
MAX
1.06
95%
0.76
Q3
0.57
AVG
0.39
MEDIAN
0.38
Q1
0.21
5%
0.04
MIN
-0.01
RANGE
1.07
IQR
0.358
STD
0.227
VAR
0.052
KURT.
-0.651
SKEW
0.215
SUM
357
189
D_143
VALUES:
5,533
(98%)
MISSING:
102
(2%)
DISTINCT:
5,533
(98%)
ZEROES:
---
MAX
1.01
95%
1.01
Q3
0.01
AVG
0.17
MEDIAN
0.01
Q1
0.00
5%
0.00
MIN
0.00
RANGE
1.01
IQR
0.006
STD
0.371
VAR
0.138
KURT.
1.27
SKEW
1.81
SUM
940
190
D_144
VALUES:
5,589
(>99%)
MISSING:
46
(<1%)
DISTINCT:
5,589
(>99%)
ZEROES:
---
MAX
1.34
95%
0.41
Q3
0.01
AVG
0.05
MEDIAN
0.01
Q1
0.00
5%
0.00
MIN
0.00
RANGE
1.34
IQR
0.005
STD
0.185
VAR
0.034
KURT.
20.8
SKEW
4.50
SUM
290
191
D_145
VALUES:
5,533
(98%)
MISSING:
102
(2%)
DISTINCT:
5,533
(98%)
ZEROES:
---
MAX
3.18
95%
0.37
Q3
0.01
AVG
0.06
MEDIAN
0.01
Q1
0.00
5%
0.00
MIN
0.00
RANGE
3.18
IQR
0.006
STD
0.188
VAR
0.035
KURT.
46.0
SKEW
5.74
SUM
327
target
MISSING:
---
TOP CATEGORIES
target
0
4,321
77%
1
1,314
23%
ALL
5,635
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
target
PROVIDES INFORMATION ON...
D_116
0.16
D_87
0.15
B_30
0.13
D_88
0.10
B_38
0.07
D_114
0.03
D_120
0.03
D_64
0.02
D_68
0.01
D_117
0.01
B_31
0.01
D_126
0.01
D_66
0.01
D_63
0.00

THESE FEATURES
GIVE INFORMATION
ON target:
B_38
0.20
B_30
0.10
D_117
0.04
D_114
0.04
D_64
0.04
D_68
0.04
D_120
0.02
D_126
0.01
D_63
0.01
D_66
0.00
D_88
0.00
D_116
0.00
D_87
0.00
B_31
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
target
CORRELATION RATIO WITH...
P_2
0.59
D_48
0.54
D_61
0.50
B_9
0.48
B_2
0.47
B_18
0.47
D_55
0.46
D_44
0.45
B_33
0.44
D_75
0.44
D_58
0.43
B_3
0.42
B_7
0.42
B_23
0.41
Associations
[Only including dataset "DataFrame"]
■ Squares are categorical associations (uncertainty coefficient & correlation ratio) from 0 to 1. The uncertainty coefficient is assymmetrical, (i.e. ROW LABEL values indicate how much they PROVIDE INFORMATION to each LABEL at the TOP).

• Circles are the symmetrical numerical correlations (Pearson's) from -1 to 1. The trivial diagonal is intentionally left blank for clarity.
Associations
[Only including dataset "None"]
■ Squares are categorical associations (uncertainty coefficient & correlation ratio) from 0 to 1. The uncertainty coefficient is assymmetrical, (i.e. ROW LABEL values indicate how much they PROVIDE INFORMATION to each LABEL at the TOP).

• Circles are the symmetrical numerical correlations (Pearson's) from -1 to 1. The trivial diagonal is intentionally left blank for clarity.
target
MISSING:
---
TOP CATEGORIES
target
0
4,321
77%
1
1,314
23%
ALL
5,635
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
target
PROVIDES INFORMATION ON...
D_116
0.16
D_87
0.15
B_30
0.13
D_88
0.10
B_38
0.07
D_114
0.03
D_120
0.03
D_64
0.02
D_68
0.01
D_117
0.01
B_31
0.01
D_126
0.01
D_66
0.01
D_63
0.00

THESE FEATURES
GIVE INFORMATION
ON target:
B_38
0.20
B_30
0.10
D_117
0.04
D_114
0.04
D_64
0.04
D_68
0.04
D_120
0.02
D_126
0.01
D_63
0.01
D_66
0.00
D_88
0.00
D_116
0.00
D_87
0.00
B_31
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
target
CORRELATION RATIO WITH...
P_2
0.59
D_48
0.54
D_61
0.50
B_9
0.48
B_2
0.47
B_18
0.47
D_55
0.46
D_44
0.45
B_33
0.44
D_75
0.44
D_58
0.43
B_3
0.42
B_7
0.42
B_23
0.41
Unnamed: 0
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
B_39
0.29
D_137
0.16
B_42
-0.13
D_108
0.10
D_136
-0.10
D_134
0.09
D_138
-0.06
R_9
-0.04
D_94
-0.04
S_13
-0.04
D_105
0.04
B_29
0.04
D_77
-0.04
D_127
-0.04

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
B_38
0.05
D_63
0.05
D_68
0.04
D_64
0.03
D_88
0.02
D_87
0.02
B_30
0.02
D_117
0.01
target
0.01
D_66
0.01
D_126
0.01
D_120
0.01
D_114
0.01
B_31
0.01
MOST FREQUENT VALUES
2374
4
<0.1%
602
3
<0.1%
21532
3
<0.1%
19636
3
<0.1%
20589
3
<0.1%
10931
3
<0.1%
15945
3
<0.1%
11453
3
<0.1%
12622
3
<0.1%
13283
3
<0.1%
18664
3
<0.1%
2340
3
<0.1%
1153
3
<0.1%
10889
3
<0.1%
16846
3
<0.1%
SMALLEST VALUES
0
1
<0.1%
4
1
<0.1%
11
1
<0.1%
12
1
<0.1%
13
1
<0.1%
14
1
<0.1%
23
1
<0.1%
30
1
<0.1%
33
1
<0.1%
40
1
<0.1%
42
1
<0.1%
46
2
<0.1%
50
1
<0.1%
58
2
<0.1%
59
1
<0.1%
LARGEST VALUES
21597
1
<0.1%
21596
1
<0.1%
21586
1
<0.1%
21582
1
<0.1%
21581
1
<0.1%
21579
1
<0.1%
21575
2
<0.1%
21572
2
<0.1%
21567
1
<0.1%
21564
1
<0.1%
21550
1
<0.1%
21543
1
<0.1%
21539
1
<0.1%
21532
3
<0.1%
21526
1
<0.1%
customer_ID
MISSING:
---
2
<1%
-
-
878c7f5b2680721af335fb060d042f3685500e8242f134f719f09bad0e4c2a1f
2
<1%
-
-
d897dbeec838e813f81b0c129eae5cd6fc9e7a44cde5ca929696a0637aee2ec7
2
<1%
-
-
d5c9f6e0a03519bd2d4da8025a0359a2f4247a3ced52dae80d140cf77d3922a3
2
<1%
-
-
9292027a1a2781fb47d162c8b94d1951bfa155cc7c363c310d82b44e03c98c51
2
<1%
-
-
75677ccb80f943b3dc5f9d53ec1e008fc36a16d56602de0d47c94a0c89b07ac6
2
<1%
-
-
49e851d4be56e436f00523ef3b92204887a9f98da097345d5a8ec8658bb31a49
2
<1%
-
-
0d37c3052419bdbaae61a853b4ce908afeb824238f94586535c8093ca81163fd
2
<1%
-
-
6989a36963a5cb18f3e0dfc4e83c156edc5225283b468c3b9cac38a9f4c3f6d8
2
<1%
-
-
3a6a1bb48b3909440025ced292f7aa4e85028859ac05665f161eae653b452c14
2
<1%
-
-
5bb488f82890e0f850a484bbe769b5d19a4df766e46d3b065807a124d7b76b20
2
<1%
-
-
ae25cdc518e18a77ba07ca0b593d95e2c0f2bb2333f1fb8de580fd54c4d9d025
2
<1%
-
-
478562dd9e7e21d8db311f3f8e69dbc6323f70fd655a2c1f54277a0f50698d5e
2
<1%
-
-
ba406538e856d3884d8c65f652f915d26b7b943d8127d4699f3f494bf4447e78
2
<1%
-
-
270b814ac105e3b3820161d0150f720301f8dc06cb54e99c5fcd2aa24582e4f8
2
<1%
-
-
66153d60cac64996358afed515adcabe0c716db66acad57606e65751d47ff68d
2
<1%
-
-
7621683d2a95cf8528bd2699ed774a0caa723940c9e1db1b564e571537ab8887
2
<1%
-
-
e5a668a2e26f889c33a109acd27598437e53ee4cf8bd3335d7bf339906c08276
2
<1%
-
-
d97b5c0e6423f9bc4f2881a33ed0a7a796caea5efa62d887f40a6c243e9ce427
2
<1%
-
-
38dd0b6790bf385e7ed7858a4e015fb1265a36a1cd83ce2d4a02868fd311a13c
2
<1%
-
-
6a51eae488b4c878a610d3b4f6cbefc8a953114fa51cce2262781f97c5ab0371
2
<1%
-
-
4dad200bbcafb34f23452a75a45aa43e954ba8966e550ca943a924d4e79cf447
2
<1%
-
-
16cb6a9852422a1baeb3a974d104670fce01f303e8b1bf5c9ab4e1237379f54a
2
<1%
-
-
7ec08b5bc8d48c21c090d3e3b6bb5c7035b6d9bf3921c3cc16099865f72df1f6
2
<1%
-
-
9f6a51a2e40a7f3612699e163a97ac51acfe282b2ba4975b46d60c7b654f8fff
2
<1%
-
-
f83055e40bb6653afa9e6a119f1eff787923716018e4172cb6b2b19538a1d067
2
<1%
-
-
58a68bb4521e3e59decec809c9273a8eb9fea354a167d349c0000a1d02a30037
2
<1%
-
-
48ba4ddbbd0effbca536a379b408157114b57e23ba8ae3ede2c3fefcba55f24f
2
<1%
-
-
eeefe08019b84a8fbadc3ef682333bee8648df19acf9941877ea1e189e1a9e05
2
<1%
-
-
e88b699b50c60402ea7d3420c57fbe5630016c81937c291682a74771884111d3
2
<1%
-
-
4c25949095c48646fe859a6b0ea61772a6569718b4067fee2a94475c5478c683
2
<1%
-
-
afa338e564c355b6fe529079cb4e530f160c3b18cc31fc4541464115822f6269
2
<1%
-
-
c7396eed249c4212821a4edf8c1681ced30d1d2e59d0c633c47de8cf0f55ea79
2
<1%
-
-
a198a1d8f2aeea62ae98e9b710a8cedf218368d8186746568e48dc431b3aaec3
2
<1%
-
-
f4e86988a61e6c164fd726bd5ca02d339094bd826ccdfee89e3332c0eb292d22
2
<1%
-
-
788f20333dc1dad50b89d210fee8414040f015a6fd71a3b244bd192de0d81462
2
<1%
-
-
daa014d9ae27be86409a71e710d22449d8c3b2198a17c2b5c8e9481ef7325f39
1
<1%
-
-
ab33488d3b4296e383be7ce74b5bb80bed9ff015381cd26833b016dd399af7c9
1
<1%
-
-
aa83d5648b62c8797ce8ac6c814a2c0c087e09381160b0d0e0cc3a6233503212
1
<1%
-
-
ab994a7da22b86504cb7e9f3ba8f5cf401b6020c7b615e1adba0a1c8e3858767
1
<1%
-
-
aa28893329ec4f19e1f5c6dd7b37fcc699febd6b6f64ccf76eae02d302ff37c9
1
<1%
-
-
aa1989dfbf70a218a102f040338b420cb1653737812d0fd8543bb0acc52debc1
1
<1%
-
-
aa6f27183998732a94f4a5e9c5056acdf1b5b7cc24c6595e76e9dafa8f18c421
1
<1%
-
-
aa8b8dea4d86d4cbb8ec7b43642c00721acede587d2fe1f755f031799156c389
1
<1%
-
-
a9a3e7aa3326cac31cdf9d128e10094f9e4591519d34861454ee5cc6314de328
1
<1%
-
-
ab065202ccf1c42bf868413ef2bbfa13f8f50f9329238b20fc26d1daac3defba
1
<1%
-
-
aa0a9f08cc74849d0557c68d0e8c044e0ad9644316cd8081569d9d5e6be51901
1
<1%
-
-
ab056735d582d3ef3b35cb84d9b636c18694018f721f024008458043763679b8
1
<1%
-
-
a9fe85744309ed8a23074a99db5351c64153e87fbccb25fc7d5b4dd4461f4887
1
<1%
-
-
a9dd7b698e24fc39d00bd540be04723ba760258d83205fbca11331e32f21c9eb
1
<1%
-
-
aa98b03efce898836fe8d5f04558c08cac5192f0dc08c22c570999bfa3705935
1
<1%
-
-
aaf6c56f411f8aaa54ce45e73d0fead29d4679d6d647c6eceb8ca15b6235e067
1
<1%
-
-
aadbe0e5f685b6dbfdc965ee8021ac6c2de5aa8f26bfbcb81b68c3a35615db0a
1
<1%
-
-
a9f32ab843dd6c384e323df54f0e6b536dc243fc9cdd10986714ce0ff63ff597
1
<1%
-
-
aa4d5612b07d84a00e48df73aadee6e6d71f6696b66641bcd26235725417232b
1
<1%
-
-
a9f607f3cf58a8071b49127ddbd434f05179cb99d5c8996691b0ca1c9cd556fb
1
<1%
-
-
aab77f11b3c273c777c0e795ef803dc3ca83b5e9d408ece1ae52f8067f512cf3
1
<1%
-
-
a9f9f69ae8001729230e0c039beca7a052340e0aee0388e63f71c6f296095785
1
<1%
-
-
aa32e9e595102e63acd1a795e75baee53710fb999ac25695208dfafb70bc0b22
1
<1%
-
-
ab98b327c2b39baaa9711be984656aceab14bb4af612e069402f7cedebdca744
1
<1%
-
-
aac2074135d44119798bfdde81bfdfda86c997edf0c0dae01f2a1a061a509a09
5,539
98%
-
-
(Other)
S_2
MISSING:
---
30
<1%
-
-
2018-02-10
28
<1%
-
-
2018-03-10
27
<1%
-
-
2018-03-03
27
<1%
-
-
2017-11-11
26
<1%
-
-
2017-07-15
26
<1%
-
-
2017-09-09
26
<1%
-
-
2017-12-16
25
<1%
-
-
2017-06-17
25
<1%
-
-
2018-03-21
24
<1%
-
-
2017-07-29
24
<1%
-
-
2017-11-18
24
<1%
-
-
2017-11-27
24
<1%
-
-
2018-01-16
24
<1%
-
-
2018-03-20
23
<1%
-
-
2018-01-27
23
<1%
-
-
2018-02-27
23
<1%
-
-
2017-10-14
23
<1%
-
-
2018-01-13
23
<1%
-
-
2017-09-16
23
<1%
-
-
2017-08-26
23
<1%
-
-
2017-12-21
22
<1%
-
-
2017-12-27
22
<1%
-
-
2017-09-20
22
<1%
-
-
2017-07-08
22
<1%
-
-
2017-11-21
22
<1%
-
-
2017-04-04
22
<1%
-
-
2017-07-04
22
<1%
-
-
2018-03-14
22
<1%
-
-
2017-12-18
22
<1%
-
-
2017-10-21
22
<1%
-
-
2018-03-30
22
<1%
-
-
2018-02-03
22
<1%
-
-
2018-01-20
22
<1%
-
-
2017-09-13
22
<1%
-
-
2018-01-30
21
<1%
-
-
2018-02-09
21
<1%
-
-
2017-04-10
21
<1%
-
-
2018-01-18
21
<1%
-
-
2017-12-09
21
<1%
-
-
2018-02-20
21
<1%
-
-
2017-12-20
21
<1%
-
-
2018-01-25
20
<1%
-
-
2017-12-19
20
<1%
-
-
2018-01-15
20
<1%
-
-
2017-10-13
20
<1%
-
-
2017-03-20
20
<1%
-
-
2017-08-19
20
<1%
-
-
2018-03-09
20
<1%
-
-
2017-05-17
20
<1%
-
-
2017-08-10
20
<1%
-
-
2017-07-17
20
<1%
-
-
2018-03-13
20
<1%
-
-
2018-01-19
20
<1%
-
-
2017-03-25
20
<1%
-
-
2017-04-15
20
<1%
-
-
2018-02-22
20
<1%
-
-
2017-09-23
20
<1%
-
-
2017-08-12
19
<1%
-
-
2017-08-23
19
<1%
-
-
2017-09-04
4,301
76%
-
-
(Other)
P_2
MISSING:
46
(<1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
D_48
-0.76
D_61
-0.69
D_55
-0.61
B_18
0.58
D_44
-0.57
B_9
-0.56
D_58
-0.54
D_75
-0.53
B_2
0.53
B_7
-0.52
B_33
0.51
B_23
-0.51
D_74
-0.49
D_42
-0.48

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
target
0.59
B_38
0.50
B_30
0.35
D_68
0.28
D_114
0.28
D_64
0.28
D_117
0.24
D_120
0.19
D_126
0.18
D_66
0.06
B_31
0.05
D_88
0.04
D_63
0.04
D_116
0.02
MOST FREQUENT VALUES
0.8324593099434754
1
<0.1%
0.4039553854801978
1
<0.1%
0.935836796601702
1
<0.1%
0.6433439952854052
1
<0.1%
0.2321279059364946
1
<0.1%
0.95940431183569
1
<0.1%
0.8424713337397295
1
<0.1%
0.377217328561416
1
<0.1%
0.4360243342790487
1
<0.1%
0.3464581066622229
1
<0.1%
0.2037259038660366
1
<0.1%
0.2649105896236583
1
<0.1%
0.9616075477082224
1
<0.1%
0.6533845472158653
1
<0.1%
0.5014909161399161
1
<0.1%
SMALLEST VALUES
-0.2413462937685428
1
<0.1%
-0.2279500334870472
1
<0.1%
-0.2272754223954809
1
<0.1%
-0.2250347814606181
1
<0.1%
-0.2238850865422684
1
<0.1%
-0.2006291842397878
1
<0.1%
-0.1709654260763397
1
<0.1%
-0.1658083532949958
1
<0.1%
-0.162677841356772
1
<0.1%
-0.1554729146942005
1
<0.1%
-0.1526631100747656
1
<0.1%
-0.150806631728673
1
<0.1%
-0.1496559977350494
1
<0.1%
-0.1336361850401433
1
<0.1%
-0.1226764851723142
1
<0.1%
LARGEST VALUES
1.0099031923774575
1
<0.1%
1.0097708732508497
1
<0.1%
1.0096941617072106
1
<0.1%
1.0096793865788565
1
<0.1%
1.009662126066277
1
<0.1%
1.009559190275079
1
<0.1%
1.0094977974941663
1
<0.1%
1.009461961524128
1
<0.1%
1.0094590361173608
1
<0.1%
1.0092027462447273
1
<0.1%
1.009191934424393
1
<0.1%
1.0091196964932292
1
<0.1%
1.009038869237782
1
<0.1%
1.009031496709649
1
<0.1%
1.0090233336624437
1
<0.1%
D_39
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
D_41
0.45
B_39
-0.38
D_111
-0.37
D_54
-0.33
D_112
-0.31
D_65
0.31
R_8
0.27
B_33
-0.26
R_2
0.25
R_5
0.24
S_6
-0.24
B_18
-0.23
B_16
0.23
R_4
0.23

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
B_38
0.28
target
0.17
D_63
0.16
B_30
0.12
D_88
0.06
D_117
0.06
B_31
0.05
D_68
0.04
D_64
0.03
D_116
0.03
D_120
0.03
D_126
0.03
D_87
0.01
D_114
0.00
MOST FREQUENT VALUES
2.4698836521225288e-05
1
<0.1%
0.0056775877012473
1
<0.1%
0.0092015534774136
1
<0.1%
0.0020407901192253
1
<0.1%
0.005716591317401
1
<0.1%
0.4154465609443745
1
<0.1%
0.0048605492157936
1
<0.1%
0.3006247439534831
1
<0.1%
0.000453614609904
1
<0.1%
0.0362269123558776
1
<0.1%
0.0025180823963173
1
<0.1%
0.068018964451422
1
<0.1%
0.0904552326367628
1
<0.1%
0.8884115826571137
1
<0.1%
0.0006662366615212
1
<0.1%
SMALLEST VALUES
1.1741945119798648e-05
1
<0.1%
1.1867288400624344e-05
1
<0.1%
1.5917980005815126e-05
1
<0.1%
2.339935604627641e-05
1
<0.1%
2.4698836521225288e-05
1
<0.1%
3.1130092870350626e-05
1
<0.1%
3.358040210851954e-05
1
<0.1%
3.441457402840742e-05
1
<0.1%
3.705283724798947e-05
1
<0.1%
4.374024378832941e-05
1
<0.1%
4.620027500643942e-05
1
<0.1%
5.174936039209377e-05
1
<0.1%
5.857749853595551e-05
1
<0.1%
5.9041041253614646e-05
1
<0.1%
6.410688523369678e-05
1
<0.1%
LARGEST VALUES
3.06882042761508
1
<0.1%
2.823807273822956
1
<0.1%
2.7410317736781424
1
<0.1%
2.6842847793910267
1
<0.1%
2.683545006520012
1
<0.1%
2.681908497182292
1
<0.1%
2.6795928187642284
1
<0.1%
2.679481217083272
1
<0.1%
2.679023155151848
1
<0.1%
2.446840645750671
1
<0.1%
2.4446115934105297
1
<0.1%
2.2700776431891767
1
<0.1%
2.2398528808946505
1
<0.1%
2.1183730838103205
1
<0.1%
2.065739954364266
1
<0.1%
B_1
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
B_11
1.00
B_37
0.99
B_3
0.73
B_19
0.72
B_20
0.63
B_2
-0.63
B_22
0.63
B_23
0.61
B_7
0.61
B_16
0.59
B_18
-0.57
B_33
-0.56
B_9
0.55
B_4
0.48

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
B_30
0.66
B_38
0.64
target
0.39
D_63
0.11
D_117
0.10
D_68
0.09
D_64
0.08
D_88
0.08
D_114
0.08
D_120
0.06
B_31
0.06
D_126
0.04
D_87
0.04
D_66
0.01
MOST FREQUENT VALUES
0.2573906069890141
1
<0.1%
0.0443692468718952
1
<0.1%
0.0199730319247012
1
<0.1%
0.0027633811912752
1
<0.1%
0.0084284655192404
1
<0.1%
0.116413159439326
1
<0.1%
0.0055392189044441
1
<0.1%
0.1249341946622064
1
<0.1%
0.0351683794195067
1
<0.1%
0.0257940880789707
1
<0.1%
0.0043481580349626
1
<0.1%
0.2055363340616677
1
<0.1%
0.3804883802798908
1
<0.1%
0.3276419128587777
1
<0.1%
0.1396500178243631
1
<0.1%
SMALLEST VALUES
-0.2212563855674537
1
<0.1%
-0.0338126998712527
1
<0.1%
-0.0209177964666135
1
<0.1%
-0.0177903705311094
1
<0.1%
-0.0098748677280702
1
<0.1%
-0.0095597083146808
1
<0.1%
-0.0083358906748267
1
<0.1%
-0.0077119896139239
1
<0.1%
-0.0072330101757717
1
<0.1%
-0.005465771790854
1
<0.1%
-0.0038654073633068
1
<0.1%
-0.0038623649738618
1
<0.1%
-0.0028628268607648
1
<0.1%
-0.0028108766234435
1
<0.1%
-0.0009561140166193
1
<0.1%
LARGEST VALUES
1.3236510497032796
1
<0.1%
1.3235519776435785
1
<0.1%
1.3233225928841266
1
<0.1%
1.322388852487353
1
<0.1%
1.32216253270815
1
<0.1%
1.320417491099363
1
<0.1%
1.3202769325538672
1
<0.1%
1.320113833031108
1
<0.1%
1.319749181401082
1
<0.1%
1.319250121399647
1
<0.1%
1.31811388845588
1
<0.1%
1.3153412418289607
1
<0.1%
1.315330934967173
1
<0.1%
1.3151469068472632
1
<0.1%
1.3147562417355716
1
<0.1%
B_2
MISSING:
1
(<1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
B_33
0.90
B_18
0.84
B_20
-0.79
B_16
-0.78
B_3
-0.72
B_17
-0.66
B_22
-0.64
B_37
-0.64
B_1
-0.63
B_9
-0.63
B_19
-0.62
B_11
-0.61
B_7
-0.58
D_48
-0.57

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
B_38
0.80
B_30
0.61
target
0.47
D_117
0.15
D_63
0.14
D_120
0.12
D_64
0.11
D_114
0.11
D_68
0.11
B_31
0.04
D_66
0.04
D_88
0.03
D_126
0.03
D_116
0.03
MOST FREQUENT VALUES
0.0322080279638719
1
<0.1%
1.0036572925476477
1
<0.1%
0.8173616890320179
1
<0.1%
0.8172848223065352
1
<0.1%
0.8139096737820696
1
<0.1%
0.8035749029847254
1
<0.1%
0.8126772120859614
1
<0.1%
0.2763642828886034
1
<0.1%
1.0082770339245473
1
<0.1%
1.0023244152382074
1
<0.1%
0.8133282863369826
1
<0.1%
0.1214410320815566
1
<0.1%
0.0223848110573286
1
<0.1%
0.0376007302208838
1
<0.1%
0.1073278889998274
1
<0.1%
SMALLEST VALUES
4.722461978807103e-05
1
<0.1%
7.998959469590727e-05
1
<0.1%
0.0001040268848488
1
<0.1%
0.000161040184721
1
<0.1%
0.0002568487845597
1
<0.1%
0.0002587586667311
1
<0.1%
0.0003113909781348
1
<0.1%
0.0003206086288517
1
<0.1%
0.000367128342826
1
<0.1%
0.0004089951226249
1
<0.1%
0.0004122977756013
1
<0.1%
0.0004501484318292
1
<0.1%
0.0004513803203435
1
<0.1%
0.0005660281810879
1
<0.1%
0.0009513862691225
1
<0.1%
LARGEST VALUES
1.0099993096441409
1
<0.1%
1.0099988097336918
1
<0.1%
1.0099883371390548
1
<0.1%
1.0099848945159815
1
<0.1%
1.0099842803975636
1
<0.1%
1.0099810916228518
1
<0.1%
1.0099751294968613
1
<0.1%
1.0099745317782365
1
<0.1%
1.009974329625678
1
<0.1%
1.009972239968705
1
<0.1%
1.0099555151473276
1
<0.1%
1.0099549175385558
1
<0.1%
1.0099422542364638
1
<0.1%
1.0099398900271883
1
<0.1%
1.0099099191893317
1
<0.1%
R_1
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
D_108
0.70
R_2
0.64
R_4
0.62
R_10
0.61
R_15
0.48
D_84
0.45
R_5
0.44
D_78
0.44
P_2
-0.44
D_53
0.42
R_24
0.42
R_8
0.41
R_21
0.40
D_48
0.39

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
target
0.34
B_38
0.30
B_30
0.23
B_31
0.09
D_120
0.07
D_117
0.07
D_64
0.07
D_114
0.06
D_68
0.05
D_88
0.04
D_63
0.04
D_66
0.02
D_126
0.01
D_116
0.01
MOST FREQUENT VALUES
0.5015898777664425
1
<0.1%
0.0051177380475786
1
<0.1%
0.0380258604665384
1
<0.1%
0.0095513998679334
1
<0.1%
0.0076143848506869
1
<0.1%
0.0081567188158614
1
<0.1%
0.0084119752010419
1
<0.1%
0.0050680134134454
1
<0.1%
0.0046170942421668
1
<0.1%
4.965308121636314e-05
1
<0.1%
0.0075514858693078
1
<0.1%
0.0020712175408322
1
<0.1%
0.5010203975663668
1
<0.1%
0.5095096613830052
1
<0.1%
1.0014869901028636
1
<0.1%
SMALLEST VALUES
1.4549504031002858e-06
1
<0.1%
2.493640838647781e-06
1
<0.1%
3.844890002752121e-06
1
<0.1%
5.567384102195261e-06
1
<0.1%
5.906272884640407e-06
1
<0.1%
7.756543287293916e-06
1
<0.1%
9.541507136880955e-06
1
<0.1%
1.464244547661142e-05
1
<0.1%
1.466384443177926e-05
1
<0.1%
1.7039164792309604e-05
1
<0.1%
1.710058411845572e-05
1
<0.1%
1.890643725059537e-05
1
<0.1%
1.9504815391350185e-05
1
<0.1%
2.117421764879279e-05
1
<0.1%
2.4080015012545308e-05
1
<0.1%
LARGEST VALUES
2.009582855153713
1
<0.1%
2.008861278467424
1
<0.1%
2.008011441795372
1
<0.1%
2.001653118023312
1
<0.1%
1.7596849637259142
1
<0.1%
1.7584529037382302
1
<0.1%
1.758227150687601
1
<0.1%
1.7577124613617428
1
<0.1%
1.757415880254827
1
<0.1%
1.7540832057043874
1
<0.1%
1.75166761812519
1
<0.1%
1.7514862555429802
1
<0.1%
1.5098996188672216
1
<0.1%
1.5090346011711155
1
<0.1%
1.508768969469101
1
<0.1%
S_3
MISSING:
1,118
(20%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
S_7
0.90
D_108
0.57
S_15
0.48
S_8
-0.42
D_111
0.32
P_2
-0.32
B_42
-0.29
D_48
0.28
B_18
-0.25
B_2
-0.25
D_61
0.25
D_51
-0.25
B_39
-0.25
D_77
-0.24

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
B_38
0.37
target
0.32
B_30
0.18
D_114
0.16
D_64
0.16
D_117
0.15
D_120
0.14
D_68
0.13
D_126
0.12
D_63
0.08
D_66
0.06
D_88
0.03
B_31
0.03
D_116
0.00
MOST FREQUENT VALUES
0.5202599453038973
1
<0.1%
0.3640103625108886
1
<0.1%
0.2418809637617622
1
<0.1%
0.3189624550509211
1
<0.1%
0.2102152931870282
1
<0.1%
0.0186354390949679
1
<0.1%
0.2572417387561594
1
<0.1%
0.0100798350507729
1
<0.1%
0.3456573418627852
1
<0.1%
0.2759971326297782
1
<0.1%
0.1538569060112069
1
<0.1%
0.1632634611998854
1
<0.1%
0.20118657511582
1
<0.1%
0.1510952631234282
1
<0.1%
0.1110629681828163
1
<0.1%
SMALLEST VALUES
-0.2019352978776522
1
<0.1%
-0.1058299275807065
1
<0.1%
-0.1010407499974246
1
<0.1%
-0.0996479953399482
1
<0.1%
-0.0956960681696478
1
<0.1%
-0.0845382467338067
1
<0.1%
-0.0777616730511499
1
<0.1%
-0.0663550427006157
1
<0.1%
-0.0509517035205099
1
<0.1%
-0.0497074227878677
1
<0.1%
-0.0457024332722322
1
<0.1%
-0.0421727384885448
1
<0.1%
-0.039359242555414
1
<0.1%
-0.0312846022820036
1
<0.1%
-0.0297572241046679
1
<0.1%
LARGEST VALUES
2.2467571900877914
1
<0.1%
2.219676889685656
1
<0.1%
1.6782298309710348
1
<0.1%
1.5786834808091657
1
<0.1%
1.56591600675466
1
<0.1%
1.5073094108551492
1
<0.1%
1.4608232722868817
1
<0.1%
1.453796091192958
1
<0.1%
1.4033158648631792
1
<0.1%
1.3521233041378613
1
<0.1%
1.338548697852548
1
<0.1%
1.3189291010635185
1
<0.1%
1.2923186475335116
1
<0.1%
1.2801889215401
1
<0.1%
1.2237894465873926
1
<0.1%
D_41
MISSING:
1
(<1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
D_112
-0.61
D_54
-0.59
D_39
0.45
D_65
0.41
D_111
-0.38
P_2
-0.31
R_2
0.29
R_5
0.29
D_84
0.28
R_4
0.27
D_81
0.27
R_8
0.26
D_53
0.26
B_29
0.26

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
B_38
0.27
target
0.23
D_88
0.13
D_63
0.12
B_30
0.11
D_68
0.06
D_117
0.06
B_31
0.04
D_64
0.04
D_120
0.04
D_87
0.03
D_116
0.02
D_126
0.02
D_114
0.01
MOST FREQUENT VALUES
0.000104226802953
1
<0.1%
0.0024618562612767
1
<0.1%
0.0047613437975265
1
<0.1%
0.005668306179848
1
<0.1%
0.0074080375948338
1
<0.1%
9.941837778774998e-05
1
<0.1%
0.0041840363303476
1
<0.1%
1.1976313051561365
1
<0.1%
0.0020550806749697
1
<0.1%
0.0018289313138387
1
<0.1%
0.0046946435401801
1
<0.1%
0.0059575274957896
1
<0.1%
0.0054336257087159
1
<0.1%
0.0047203515951791
1
<0.1%
0.4416266434711214
1
<0.1%
SMALLEST VALUES
5.053231135044856e-06
1
<0.1%
6.851430691316995e-06
1
<0.1%
7.88733211155579e-06
1
<0.1%
8.633993189869348e-06
1
<0.1%
1.1275730390770678e-05
1
<0.1%
1.2506099322567854e-05
1
<0.1%
1.4981804082021545e-05
1
<0.1%
1.6737304871614623e-05
1
<0.1%
1.7336041532958203e-05
1
<0.1%
1.769318515272178e-05
1
<0.1%
1.885657028722232e-05
1
<0.1%
2.074393067612368e-05
1
<0.1%
2.19242327521374e-05
1
<0.1%
2.468298155195448e-05
1
<0.1%
2.8770298263183222e-05
1
<0.1%
LARGEST VALUES
3.7998885821858814
1
<0.1%
2.5411132825423106
1
<0.1%
2.5382860071504427
1
<0.1%
2.4426761683201703
1
<0.1%
2.4109988296863705
1
<0.1%
2.132333800186415
1
<0.1%
2.05618229350018
1
<0.1%
2.0289746904103816
1
<0.1%
2.0020559120764023
1
<0.1%
1.8744007736507329
1
<0.1%
1.858864447183789
1
<0.1%
1.8391885451326435
1
<0.1%
1.7851903370625406
1
<0.1%
1.7710008353129634
1
<0.1%
1.7172351765941474
1
<0.1%
B_3
MISSING:
1
(<1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
B_19
0.78
B_20
0.77
B_22
0.75
B_37
0.73
B_1
0.73
B_16
0.73
B_2
-0.72
B_11
0.71
B_18
-0.65
B_33
-0.64
B_23
0.61
B_7
0.61
D_55
0.56
B_9
0.54

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
B_30
0.75
B_38
0.70
target
0.42
D_117
0.12
D_64
0.11
D_68
0.11
D_63
0.09
D_114
0.08
B_31
0.07
D_120
0.06
D_88
0.06
D_126
0.03
D_87
0.02
D_116
0.01
MOST FREQUENT VALUES
0.4888919707434863
1
<0.1%
0.0056730465403866
1
<0.1%
0.0035299312558149
1
<0.1%
0.001729967413287
1
<0.1%
0.0061603548302554
1
<0.1%
0.0246552627660994
1
<0.1%
0.001787502914714
1
<0.1%
0.3120555797354871
1
<0.1%
0.004132192059797
1
<0.1%
0.0083841513245197
1
<0.1%
0.0078184563485561
1
<0.1%
0.0233861895179554
1
<0.1%
0.7789420520995104
1
<0.1%
0.1041033527627614
1
<0.1%
0.1949643454348766
1
<0.1%
SMALLEST VALUES
4.745736704925286e-07
1
<0.1%
2.821370934288359e-06
1
<0.1%
4.40890649447967e-06
1
<0.1%
2.4954082573238613e-05
1
<0.1%
3.3151654472058926e-05
1
<0.1%
3.6854920083094765e-05
1
<0.1%
4.811716539109168e-05
1
<0.1%
5.4665044042288e-05
1
<0.1%
5.657432987136834e-05
1
<0.1%
5.6864083332707206e-05
1
<0.1%
5.707002017467322e-05
1
<0.1%
5.821301570928417e-05
1
<0.1%
6.330000073637488e-05
1
<0.1%
6.544786585735429e-05
1
<0.1%
6.570965250786487e-05
1
<0.1%
LARGEST VALUES
1.4151694000556678
1
<0.1%
1.262177926533797
1
<0.1%
1.2473910054478996
1
<0.1%
1.2166998182344684
1
<0.1%
1.2164991295760113
1
<0.1%
1.1992202365258466
1
<0.1%
1.192140032302096
1
<0.1%
1.1714205214390991
1
<0.1%
1.1655458770127507
1
<0.1%
1.1590264978594638
1
<0.1%
1.150885071307077
1
<0.1%
1.1466652239614714
1
<0.1%
1.140746308546681
1
<0.1%
1.1403073455381465
1
<0.1%
1.1354418305874112
1
<0.1%
D_42
MISSING:
4,852
(86%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
D_108
-0.69
P_2
-0.48
B_42
-0.40
R_3
0.34
D_77
-0.31
R_27
-0.30
D_48
0.30
D_44
0.29
D_74
0.28
D_61
0.27
D_62
-0.27
D_75
0.26
D_49
-0.26
D_128
-0.25

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
D_117
0.31
D_68
0.31
D_64
0.29
target
0.27
B_38
0.27
D_120
0.22
D_114
0.18
D_126
0.17
D_66
0.05
D_63
0.04
B_30
0.04
D_88
0.01
D_116
0.00
D_87
0.00
MOST FREQUENT VALUES
0.4863397409761622
1
0.1%
0.0101643556722212
1
0.1%
0.0124302878737324
1
0.1%
0.0563094742963112
1
0.1%
0.2683209146072627
1
0.1%
1.5990295911160866
1
0.1%
0.0732849555539372
1
0.1%
0.0833264143399129
1
0.1%
0.1163792487218858
1
0.1%
0.1340087898059179
1
0.1%
0.2146196340680715
1
0.1%
0.0128263386901731
1
0.1%
0.0908188900822428
1
0.1%
0.0239405222610875
1
0.1%
0.0228155887595165
1
0.1%
SMALLEST VALUES
0.0005801403851101
1
0.1%
0.0007787298643178
1
0.1%
0.0013627365403676
1
0.1%
0.0014340182379997
1
0.1%
0.0015602353563625
1
0.1%
0.0018651657693876
1
0.1%
0.0018773193426202
1
0.1%
0.0027259991320931
1
0.1%
0.002748212504928
1
0.1%
0.0027590193596669
1
0.1%
0.0030137459383211
1
0.1%
0.0030345413565396
1
0.1%
0.0031318980346065
1
0.1%
0.0033135263893676
1
0.1%
0.0037317466356618
1
0.1%
LARGEST VALUES
1.5990295911160866
1
0.1%
1.360704196183436
1
0.1%
1.3256194372911296
1
0.1%
1.2082063002754384
1
0.1%
1.0643188124599507
1
0.1%
0.9745073017234228
1
0.1%
0.9493934134318812
1
0.1%
0.9401037089572843
1
0.1%
0.8747047084833592
1
0.1%
0.8735076033338918
1
0.1%
0.8418452167149402
1
0.1%
0.8055055867640369
1
0.1%
0.8031582678981548
1
0.1%
0.7850011989169499
1
0.1%
0.7683707854335511
1
0.1%
D_43
MISSING:
1,715
(30%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
R_3
0.70
R_16
0.64
D_108
0.33
P_2
-0.29
D_110
0.24
R_27
-0.24
D_42
0.24
R_11
0.22
D_61
0.21
D_48
0.21
D_75
0.20
D_44
0.20
B_8
0.20
D_58
0.20

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
target
0.28
D_120
0.20
B_38
0.20
D_68
0.17
B_30
0.12
D_64
0.10
D_117
0.10
D_63
0.08
D_114
0.06
D_126
0.05
D_66
0.04
D_88
0.01
B_31
0.01
D_87
0.01
MOST FREQUENT VALUES
0.0630692329642887
1
<0.1%
0.0716955928141808
1
<0.1%
0.0308029877325526
1
<0.1%
0.0542397611095801
1
<0.1%
0.0747549196889769
1
<0.1%
0.0846190972361318
1
<0.1%
0.1071343697703564
1
<0.1%
0.0880252515164748
1
<0.1%
0.0648340195131294
1
<0.1%
0.3161733614102706
1
<0.1%
0.0642820616777745
1
<0.1%
0.133357907893059
1
<0.1%
0.0935876799175944
1
<0.1%
0.1015618638130625
1
<0.1%
0.0430439227248844
1
<0.1%
SMALLEST VALUES
2.547747354079144e-05
1
<0.1%
0.0001257644675999
1
<0.1%
0.0001356705153465
1
<0.1%
0.0001462988011862
1
<0.1%
0.0001878230476622
1
<0.1%
0.0003065297165648
1
<0.1%
0.000372733288341
1
<0.1%
0.0004118765636675
1
<0.1%
0.0004257184744074
1
<0.1%
0.0005173761296964
1
<0.1%
0.0005238405836829
1
<0.1%
0.0007300438994792
1
<0.1%
0.0007746611645973
1
<0.1%
0.0007895435449681
1
<0.1%
0.0009313649796071
1
<0.1%
LARGEST VALUES
2.627200297998659
1
<0.1%
2.484978154715528
1
<0.1%
2.329646293588965
1
<0.1%
2.1226494121724104
1
<0.1%
2.10407909041427
1
<0.1%
2.003141107428565
1
<0.1%
1.958121820066916
1
<0.1%
1.7131374919100415
1
<0.1%
1.6908857973022258
1
<0.1%
1.5828690659676077
1
<0.1%
1.5021893546354448
1
<0.1%
1.4835583558916186
1
<0.1%
1.471448221788357
1
<0.1%
1.4644361415889051
1
<0.1%
1.4410282884837076
1
<0.1%
D_44
MISSING:
283
(5%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
D_75
0.75
D_74
0.74
D_58
0.72
D_55
0.69
D_48
0.67
B_4
0.63
D_61
0.60
B_23
0.59
P_2
-0.57
B_7
0.57
B_18
-0.53
B_28
0.51
B_3
0.48
D_70
0.47

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
target
0.45
B_38
0.44
B_30
0.37
D_117
0.10
D_120
0.10
D_64
0.10
D_114
0.09
D_68
0.07
D_63
0.06
D_88
0.05
D_66
0.03
B_31
0.03
D_87
0.01
D_126
0.01
MOST FREQUENT VALUES
0.1335378719607519
1
<0.1%
0.2510277890925104
1
<0.1%
0.0002311203922916
1
<0.1%
0.0089961243756929
1
<0.1%
0.003141054865018
1
<0.1%
0.0070387073735197
1
<0.1%
0.0018310438027501
1
<0.1%
0.0021744224835011
1
<0.1%
0.0042048211635427
1
<0.1%
0.0083159927211819
1
<0.1%
0.2531817084206466
1
<0.1%
0.5097518325766712
1
<0.1%
0.1269863595517561
1
<0.1%
0.0078955018479407
1
<0.1%
0.0038714917893326
1
<0.1%
SMALLEST VALUES
8.538922699384832e-06
1
<0.1%
1.1656368444323828e-05
1
<0.1%
1.2317869192650655e-05
1
<0.1%
1.5991884121643318e-05
1
<0.1%
1.7403663065668207e-05
1
<0.1%
2.0296753768631605e-05
1
<0.1%
2.078187886051408e-05
1
<0.1%
2.143402983790788e-05
1
<0.1%
2.256460871375543e-05
1
<0.1%
2.4974780835703704e-05
1
<0.1%
2.682620706013994e-05
1
<0.1%
2.8412773188604137e-05
1
<0.1%
2.997259892411619e-05
1
<0.1%
3.631525021020488e-05
1
<0.1%
3.720153762585055e-05
1
<0.1%
LARGEST VALUES
2.127116435207249
1
<0.1%
2.00876061619683
1
<0.1%
2.00691461433786
1
<0.1%
1.63328002321317
1
<0.1%
1.6280314613066245
1
<0.1%
1.384233963350946
1
<0.1%
1.3837422008969165
1
<0.1%
1.3833844387769618
1
<0.1%
1.3800737196010922
1
<0.1%
1.37935643726741
1
<0.1%
1.3789120206976957
1
<0.1%
1.3784246524411905
1
<0.1%
1.37738999954034
1
<0.1%
1.375745016282517
1
<0.1%
1.2577496347774813
1
<0.1%
B_4
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
B_28
0.75
D_58
0.74
B_23
0.73
D_55
0.71
B_7
0.70
D_75
0.69
D_74
0.66
B_18
-0.66
D_44
0.63
D_61
0.61
D_48
0.60
B_20
0.54
B_3
0.53
B_16
0.51

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
B_38
0.48
B_30
0.41
target
0.39
D_63
0.12
D_117
0.11
D_64
0.09
D_88
0.07
D_68
0.05
D_114
0.05
D_120
0.04
B_31
0.04
D_66
0.03
D_126
0.02
D_87
0.02
MOST FREQUENT VALUES
0.3169985793528536
1
<0.1%
0.0296340909684282
1
<0.1%
0.0905878221744615
1
<0.1%
0.0066978960425181
1
<0.1%
0.0301108146461276
1
<0.1%
0.1798063573553946
1
<0.1%
0.0444199368324246
1
<0.1%
0.2869643000529783
1
<0.1%
0.3020566483264535
1
<0.1%
0.0283077018362339
1
<0.1%
0.0032178237194027
1
<0.1%
0.1677987517666893
1
<0.1%
0.4167565086205579
1
<0.1%
0.2477718941351333
1
<0.1%
0.1318826108546587
1
<0.1%
SMALLEST VALUES
4.838997467120354e-06
1
<0.1%
1.601356954780031e-05
1
<0.1%
2.363926960880725e-05
1
<0.1%
2.438333707500684e-05
1
<0.1%
3.4410535465475566e-05
1
<0.1%
3.60798837745957e-05
1
<0.1%
4.894822267268007e-05
1
<0.1%
5.608932811602907e-05
1
<0.1%
0.0001032589074487
1
<0.1%
0.0001070206258413
1
<0.1%
0.0001129904319837
1
<0.1%
0.0001491450439665
1
<0.1%
0.0001512850106798
1
<0.1%
0.0001545490044906
1
<0.1%
0.0001611450117364
1
<0.1%
LARGEST VALUES
2.0596893702118453
1
<0.1%
1.8231372260898608
1
<0.1%
1.8155097684034949
1
<0.1%
1.7591227553297475
1
<0.1%
1.663431983795503
1
<0.1%
1.5331333662163875
1
<0.1%
1.5268925986756894
1
<0.1%
1.521877914319429
1
<0.1%
1.4575580930532093
1
<0.1%
1.4439132395261318
1
<0.1%
1.437196394089423
1
<0.1%
1.426227317774409
1
<0.1%
1.4196839765797755
1
<0.1%
1.3418932640493193
1
<0.1%
1.3150735596633834
1
<0.1%
D_45
MISSING:
1
(<1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
B_8
-0.73
D_47
0.59
D_121
0.43
P_4
-0.40
D_59
-0.38
D_115
0.33
P_2
0.33
D_118
0.32
D_119
0.32
D_110
0.31
D_111
0.29
D_77
0.27
B_9
-0.25
D_62
0.25

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
D_63
0.42
D_68
0.33
target
0.27
D_114
0.26
B_38
0.25
D_126
0.25
D_117
0.24
D_64
0.22
D_120
0.17
B_30
0.12
D_66
0.07
B_31
0.02
D_88
0.02
D_87
0.01
MOST FREQUENT VALUES
0.2367445822710817
1
<0.1%
0.3951348540253981
1
<0.1%
0.2127138846912138
1
<0.1%
0.0940776336075271
1
<0.1%
0.391531927544449
1
<0.1%
0.0214977089859094
1
<0.1%
0.0849007724867908
1
<0.1%
0.3266620561129374
1
<0.1%
0.5668756064651371
1
<0.1%
0.1237896587252636
1
<0.1%
0.4993879678707763
1
<0.1%
0.0327992300468911
1
<0.1%
0.0378596492890976
1
<0.1%
0.0296747973339242
1
<0.1%
0.015258143332035
1
<0.1%
SMALLEST VALUES
4.244308271667219e-05
1
<0.1%
5.765263242654917e-05
1
<0.1%
6.643601921877962e-05
1
<0.1%
9.52838720930349e-05
1
<0.1%
0.0001897019025385
1
<0.1%
0.0001990906753622
1
<0.1%
0.0002074934059139
1
<0.1%
0.000398612140837
1
<0.1%
0.000438951075807
1
<0.1%
0.0005365635941042
1
<0.1%
0.0008222326938208
1
<0.1%
0.0009016240302707
1
<0.1%
0.0009650453471862
1
<0.1%
0.0011112168211457
1
<0.1%
0.0011328731312603
1
<0.1%
LARGEST VALUES
1.4210814275592984
1
<0.1%
1.3994459401446524
1
<0.1%
1.385823020845092
1
<0.1%
1.336175540350555
1
<0.1%
1.3317006071774111
1
<0.1%
1.3156343218090727
1
<0.1%
1.30742711225359
1
<0.1%
1.304531946798192
1
<0.1%
1.2735570056052057
1
<0.1%
1.232703818485703
1
<0.1%
1.2241094481987094
1
<0.1%
1.220987387455065
1
<0.1%
1.208033645861608
1
<0.1%
1.2058671234207918
1
<0.1%
1.1933147623764928
1
<0.1%
B_5
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
D_73
0.65
B_26
0.60
B_13
0.56
B_12
0.46
B_15
0.35
B_14
0.33
S_13
0.33
S_26
0.31
B_29
0.30
D_50
0.29
D_92
0.28
S_18
0.28
D_96
0.26
D_51
0.25

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
B_38
0.19
D_63
0.18
D_117
0.12
target
0.08
D_114
0.07
B_30
0.07
D_126
0.05
D_68
0.05
D_66
0.04
D_64
0.04
B_31
0.01
D_120
0.01
D_88
0.01
D_116
0.00
MOST FREQUENT VALUES
0.0103467391959614
1
<0.1%
0.0048938875816144
1
<0.1%
0.1077049027734548
1
<0.1%
0.0059992852567675
1
<0.1%
0.0038198463606541
1
<0.1%
0.0441972742213246
1
<0.1%
0.0063610828810034
1
<0.1%
0.0390003196149989
1
<0.1%
0.1581011913520336
1
<0.1%
0.121586103013592
1
<0.1%
0.0040804163828482
1
<0.1%
0.0261736733632817
1
<0.1%
0.0158869436286092
1
<0.1%
0.013378789749462
1
<0.1%
0.0151841232850645
1
<0.1%
SMALLEST VALUES
4.018635066183051e-06
1
<0.1%
8.314186573332717e-06
1
<0.1%
1.1235638083503253e-05
1
<0.1%
1.1871967120754556e-05
1
<0.1%
2.225997210370423e-05
1
<0.1%
4.395050468472661e-05
1
<0.1%
5.2086605646956e-05
1
<0.1%
6.132688550615995e-05
1
<0.1%
7.283398552056175e-05
1
<0.1%
8.892682166515509e-05
1
<0.1%
9.159951654468146e-05
1
<0.1%
0.0001168887504345
1
<0.1%
0.0001170979911112
1
<0.1%
0.0001348180193104
1
<0.1%
0.0001471026596491
1
<0.1%
LARGEST VALUES
15.273306973893888
1
<0.1%
7.330082948875304
1
<0.1%
7.282204068453686
1
<0.1%
6.407554514322249
1
<0.1%
5.864599247795812
1
<0.1%
5.533818897595829
1
<0.1%
4.03633468388826
1
<0.1%
3.820837063705718
1
<0.1%
3.580201581013814
1
<0.1%
3.55674118454474
1
<0.1%
3.311670572832784
1
<0.1%
3.207904377837397
1
<0.1%
3.165852298427207
1
<0.1%
2.599780532928209
1
<0.1%
2.430690685154401
1
<0.1%
R_2
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
R_4
0.75
R_1
0.64
R_24
0.62
D_84
0.57
D_110
0.50
R_5
0.49
R_8
0.49
D_53
0.48
R_20
0.48
D_81
0.43
R_6
0.41
D_72
0.41
P_2
-0.38
D_89
0.35

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
target
0.23
B_38
0.18
B_30
0.10
D_120
0.06
B_31
0.06
D_117
0.05
D_64
0.05
D_114
0.04
D_68
0.04
D_126
0.03
D_66
0.03
D_63
0.02
D_88
0.01
D_116
0.00
MOST FREQUENT VALUES
0.0071639409199739
1
<0.1%
0.0026885120991814
1
<0.1%
0.00236652032991
1
<0.1%
0.008815606023996
1
<0.1%
0.0023549369416044
1
<0.1%
0.0083583871808995
1
<0.1%
0.0083962902028975
1
<0.1%
0.0069128293869555
1
<0.1%
0.0002818965860808
1
<0.1%
0.0051813668521511
1
<0.1%
0.0054940490816189
1
<0.1%
0.0030386351564427
1
<0.1%
0.0081273468549874
1
<0.1%
0.0026733711015508
1
<0.1%
1.0043257570390611
1
<0.1%
SMALLEST VALUES
8.343160507373604e-07
1
<0.1%
1.1672156440656334e-06
1
<0.1%
4.1734046992869535e-06
1
<0.1%
6.822390058403016e-06
1
<0.1%
6.95757023954302e-06
1
<0.1%
1.0420209567618688e-05
1
<0.1%
1.0955575679408858e-05
1
<0.1%
1.371497480450623e-05
1
<0.1%
1.4194370197820884e-05
1
<0.1%
1.747354345711827e-05
1
<0.1%
1.907415682795177e-05
1
<0.1%
2.131963464106157e-05
1
<0.1%
2.355767612277515e-05
1
<0.1%
2.5141544181419563e-05
1
<0.1%
2.5357224355475605e-05
1
<0.1%
LARGEST VALUES
1.009947580918597
1
<0.1%
1.0099458536869452
1
<0.1%
1.0098703736421288
1
<0.1%
1.009852568931172
1
<0.1%
1.0098116460348738
1
<0.1%
1.009798975156762
1
<0.1%
1.009723923989243
1
<0.1%
1.009672924338214
1
<0.1%
1.0096621669622066
1
<0.1%
1.0093654332429334
1
<0.1%
1.009303965868655
1
<0.1%
1.0092974493236049
1
<0.1%
1.009275475958292
1
<0.1%
1.009196315876812
1
<0.1%
1.0091926325950829
1
<0.1%
D_46
MISSING:
1,251
(22%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
P_3
-0.33
D_44
0.25
D_48
0.25
B_4
0.20
D_80
0.20
D_111
0.18
D_77
-0.18
D_58
0.18
B_29
-0.18
D_61
0.17
B_28
0.17
D_70
0.17
D_53
-0.16
P_2
-0.16

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
D_117
0.27
D_68
0.25
D_64
0.24
B_38
0.19
B_30
0.17
target
0.14
D_126
0.13
D_63
0.08
D_114
0.08
D_88
0.03
D_120
0.02
D_66
0.02
D_116
0.01
B_31
0.01
MOST FREQUENT VALUES
0.5287573911049251
1
<0.1%
0.4146079424977749
1
<0.1%
0.4517651409259799
1
<0.1%
0.4370469381613179
1
<0.1%
0.4953200296631639
1
<0.1%
0.4706539477644862
1
<0.1%
0.4496051179173182
1
<0.1%
0.4597380855924808
1
<0.1%
0.4138136534214678
1
<0.1%
0.5165123886545195
1
<0.1%
0.4255007748495834
1
<0.1%
0.4652455777007679
1
<0.1%
0.4949874037920814
1
<0.1%
0.685355427536254
1
<0.1%
0.4231572747078218
1
<0.1%
SMALLEST VALUES
-1.171887936377885
1
<0.1%
-0.6806122966996284
1
<0.1%
-0.6001728775698681
1
<0.1%
-0.5874373703316575
1
<0.1%
-0.5717346245733419
1
<0.1%
-0.5598246141300639
1
<0.1%
-0.5041529096136996
1
<0.1%
-0.4708872596064197
1
<0.1%
-0.4708783038310448
1
<0.1%
-0.4657201696555924
1
<0.1%
-0.4495356084753665
1
<0.1%
-0.4210722068459505
1
<0.1%
-0.3878653932506405
1
<0.1%
-0.3546365214279525
1
<0.1%
-0.342663833338753
1
<0.1%
LARGEST VALUES
2.4460093933840152
1
<0.1%
1.818657041436489
1
<0.1%
1.746573999461374
1
<0.1%
1.655331711223462
1
<0.1%
1.5598043211553094
1
<0.1%
1.559008616215088
1
<0.1%
1.5419187426791996
1
<0.1%
1.465659077678299
1
<0.1%
1.4053684807057694
1
<0.1%
1.394692668932772
1
<0.1%
1.389537358113477
1
<0.1%
1.382420154838977
1
<0.1%
1.3583419576514746
1
<0.1%
1.3271885176636715
1
<0.1%
1.28899715383798
1
<0.1%
D_47
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
D_121
0.70
D_45
0.59
B_8
-0.49
D_118
0.48
D_119
0.47
D_115
0.46
P_2
0.39
D_113
-0.32
D_128
0.31
P_4
-0.31
D_122
0.30
D_62
0.29
D_77
0.29
B_42
0.28

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
D_68
0.44
D_126
0.38
D_114
0.36
target
0.29
D_64
0.28
D_117
0.22
B_38
0.21
D_63
0.21
D_120
0.15
B_30
0.11
D_66
0.09
B_31
0.03
D_88
0.02
D_116
0.02
MOST FREQUENT VALUES
0.1471089168985947
1
<0.1%
0.7674123559351523
1
<0.1%
0.2866534573287608
1
<0.1%
0.4453330008264087
1
<0.1%
0.4023775252185623
1
<0.1%
0.2883323934819611
1
<0.1%
0.5911422191469868
1
<0.1%
0.4796936678298292
1
<0.1%
0.4664883723160081
1
<0.1%
0.0865709091082782
1
<0.1%
0.8617765867204037
1
<0.1%
0.2032688090609269
1
<0.1%
0.1916169529491064
1
<0.1%
0.4548601545855009
1
<0.1%
0.2339713609000557
1
<0.1%
SMALLEST VALUES
-0.0263502230047228
1
<0.1%
-0.0259410500269063
1
<0.1%
-0.0249469002826085
1
<0.1%
-0.0249154559510826
1
<0.1%
-0.0246343741654517
1
<0.1%
-0.0243959835213689
1
<0.1%
-0.0235009199236092
1
<0.1%
-0.0231352402006091
1
<0.1%
-0.0230112410839407
1
<0.1%
-0.0229842996284971
1
<0.1%
-0.0228330535639307
1
<0.1%
-0.0226840673163718
1
<0.1%
-0.0219482701287993
1
<0.1%
-0.0217240600997986
1
<0.1%
-0.021564731623115
1
<0.1%
LARGEST VALUES
1.3136952495194305
1
<0.1%
1.2377495683807425
1
<0.1%
1.227130711375742
1
<0.1%
1.1794016642191
1
<0.1%
1.155314951585996
1
<0.1%
1.1231388720588742
1
<0.1%
1.121885487157169
1
<0.1%
1.115601580679454
1
<0.1%
1.111106952546119
1
<0.1%
1.1040068092318496
1
<0.1%
1.103465173712674
1
<0.1%
1.102267731931762
1
<0.1%
1.097313566001787
1
<0.1%
1.0944755452070567
1
<0.1%
1.094389652541648
1
<0.1%
D_48
MISSING:
723
(13%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
D_55
0.87
D_61
0.85
P_2
-0.76
B_18
-0.68
D_44
0.67
B_7
0.65
B_23
0.65
D_58
0.64
B_4
0.60
B_2
-0.57
D_75
0.57
B_9
0.54
B_33
-0.53
B_3
0.53

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
B_38
0.54
target
0.54
B_30
0.42
D_64
0.16
D_120
0.16
D_68
0.15
D_117
0.15
D_114
0.14
D_63
0.05
D_66
0.05
D_88
0.04
D_126
0.04
B_31
0.04
D_87
0.02
MOST FREQUENT VALUES
0.7396428433126577
1
<0.1%
0.0195557142703107
1
<0.1%
0.4553734425150061
1
<0.1%
0.7363840347580116
1
<0.1%
0.957368933902421
1
<0.1%
0.9680729280179692
1
<0.1%
0.0097820470412264
1
<0.1%
0.4266537185150641
1
<0.1%
0.1499646565752969
1
<0.1%
0.9528634338109994
1
<0.1%
-0.0055254070545735
1
<0.1%
0.0285094806243263
1
<0.1%
0.1149879933833971
1
<0.1%
0.4553940121516697
1
<0.1%
0.9313229884490594
1
<0.1%
SMALLEST VALUES
-0.0095880517614686
1
<0.1%
-0.009228498209956
1
<0.1%
-0.0088694108243731
1
<0.1%
-0.0088502574427066
1
<0.1%
-0.0087476729968677
1
<0.1%
-0.0086447005178514
1
<0.1%
-0.0085162818205937
1
<0.1%
-0.0081046635680591
1
<0.1%
-0.0069174605501261
1
<0.1%
-0.0068166261677451
1
<0.1%
-0.0067781164794067
1
<0.1%
-0.0060518574149148
1
<0.1%
-0.0055254070545735
1
<0.1%
-0.0051778056114838
1
<0.1%
-0.0049788432639178
1
<0.1%
LARGEST VALUES
1.9702124941799408
1
<0.1%
1.3967475696562046
1
<0.1%
1.2888755546840671
1
<0.1%
1.280121664554418
1
<0.1%
1.20700267211066
1
<0.1%
1.1437975160131326
1
<0.1%
1.1390559658321566
1
<0.1%
1.1349978117283548
1
<0.1%
1.134085330990317
1
<0.1%
1.1264199068922498
1
<0.1%
1.1156354910646409
1
<0.1%
1.109571884785175
1
<0.1%
1.1090812876664613
1
<0.1%
1.0999999441409394
1
<0.1%
1.0986254534691644
1
<0.1%
D_49
MISSING:
5,120
(91%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
D_110
1.00
D_111
1.00
B_39
1.00
D_73
0.80
B_42
0.55
B_29
0.47
D_106
0.40
B_12
0.35
D_96
0.35
D_52
0.32
B_13
0.31
D_133
-0.27
B_14
0.26
D_42
-0.26

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
B_38
0.12
target
0.11
B_30
0.06
D_120
0.06
D_64
0.04
D_68
0.04
D_63
0.03
D_117
0.03
B_31
0.03
D_126
0.03
D_114
0.01
D_88
0.01
D_116
0.00
D_87
0.00
MOST FREQUENT VALUES
0.4700190218554823
1
0.2%
0.1045165523563235
1
0.2%
0.0354151061104248
1
0.2%
0.0905883694837228
1
0.2%
0.0231864247884446
1
0.2%
0.2264299212903477
1
0.2%
0.2147514219209673
1
0.2%
0.1450817756907687
1
0.2%
0.0468788162678421
1
0.2%
0.0299221835527609
1
0.2%
0.0634202962244879
1
0.2%
0.2029064968980919
1
0.2%
0.0778231328540288
1
0.2%
0.3457369761172779
1
0.2%
0.5079588018664571
1
0.2%
SMALLEST VALUES
0.0005106410045339
1
0.2%
0.0018467207477096
1
0.2%
0.0024910449180505
1
0.2%
0.0025924163201502
1
0.2%
0.0034460631931525
1
0.2%
0.003639909783105
1
0.2%
0.0038530147871633
1
0.2%
0.0039117592112503
1
0.2%
0.0044611117878148
1
0.2%
0.0083106729447196
1
0.2%
0.008754651058487
1
0.2%
0.0088153919531693
1
0.2%
0.0093798736781327
1
0.2%
0.0094455506794014
1
0.2%
0.009811890638233
1
0.2%
LARGEST VALUES
4.248704222659698
1
0.2%
2.1300520906472324
1
0.2%
1.834591568631993
1
0.2%
1.2989986529594304
1
0.2%
1.261833526613544
1
0.2%
1.2113289050778355
1
0.2%
1.06485417693084
1
0.2%
0.981074500165818
1
0.2%
0.9636567415703768
1
0.2%
0.921850553057472
1
0.2%
0.8633243596503971
1
0.2%
0.8374895521643098
1
0.2%
0.7887331659063807
1
0.2%
0.7480472476612728
1
0.2%
0.7197690036576375
1
0.2%
B_6
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
D_108
0.64
B_39
0.54
D_110
-0.45
D_73
0.21
B_18
0.15
D_76
0.15
D_55
-0.14
D_61
-0.14
D_58
-0.14
B_10
0.13
D_48
-0.13
B_7
-0.13
B_16
-0.13
B_23
-0.12

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
B_38
0.14
D_117
0.10
D_64
0.09
D_68
0.09
B_30
0.08
target
0.06
D_126
0.03
D_120
0.03
D_63
0.01
D_114
0.01
B_31
0.01
D_88
0.01
D_116
0.00
D_87
0.00
MOST FREQUENT VALUES
0.0055746689397695
1
<0.1%
0.1900170298606906
1
<0.1%
0.1654047904539072
1
<0.1%
0.1362144874868148
1
<0.1%
0.1852352677817481
1
<0.1%
0.1697286652793236
1
<0.1%
0.1604168754299929
1
<0.1%
0.0235674031421662
1
<0.1%
0.0216210941694867
1
<0.1%
0.2680231901135658
1
<0.1%
0.4507369370067604
1
<0.1%
0.0344060099689599
1
<0.1%
0.0217524406286697
1
<0.1%
0.0230140005291625
1
<0.1%
0.0158818594033098
1
<0.1%
SMALLEST VALUES
-0.0031846009535117
1
<0.1%
-0.0022346326471793
1
<0.1%
-0.001480573112726
1
<0.1%
-0.0012606113422336
1
<0.1%
-0.0005339444359942
1
<0.1%
-0.0005053441176427
1
<0.1%
-0.0003570652725154
1
<0.1%
-0.0003483323786214
1
<0.1%
-0.0002987528431833
1
<0.1%
-0.0001292775157539
1
<0.1%
9.963092993851148e-05
1
<0.1%
0.0002427627605309
1
<0.1%
0.0004737288968708
1
<0.1%
0.0004945615275473
1
<0.1%
0.000517810022788
1
<0.1%
LARGEST VALUES
38.39622149884373
1
<0.1%
20.17689440936694
1
<0.1%
17.37101667763746
1
<0.1%
11.164423717943802
1
<0.1%
6.156457260192058
1
<0.1%
5.180235819470347
1
<0.1%
4.758870130704647
1
<0.1%
4.463994677076397
1
<0.1%
3.8294299305350896
1
<0.1%
3.279740436953373
1
<0.1%
3.2225951857813664
1
<0.1%
3.107919612373702
1
<0.1%
3.0696707195995168
1
<0.1%
3.0004913899042864
1
<0.1%
2.9660328784583387
1
<0.1%
B_7
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
B_23
1.00
B_4
0.70
D_55
0.68
D_58
0.66
B_18
-0.66
D_48
0.65
D_61
0.62
B_1
0.61
B_37
0.61
B_3
0.61
D_75
0.60
B_19
0.60
B_11
0.60
B_20
0.58

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
B_38
0.59
B_30
0.52
target
0.42
D_117
0.15
D_64
0.10
D_63
0.10
D_114
0.09
D_88
0.07
D_68
0.06
D_120
0.05
D_66
0.05
B_31
0.04
D_87
0.03
D_126
0.02
MOST FREQUENT VALUES
0.4145434429777168
1
<0.1%
0.0289312065092353
1
<0.1%
0.0501832997553155
1
<0.1%
0.0187404289490279
1
<0.1%
0.0265342266184185
1
<0.1%
0.0805448885106641
1
<0.1%
0.0235448165770609
1
<0.1%
0.2136945681983822
1
<0.1%
0.3042956380362024
1
<0.1%
0.0174032044877851
1
<0.1%
0.0075430241392374
1
<0.1%
0.2240874508169715
1
<0.1%
0.3694121372537839
1
<0.1%
0.3672310087055183
1
<0.1%
0.4078367383265552
1
<0.1%
SMALLEST VALUES
-0.0047309617736231
1
<0.1%
-0.0039562137822721
1
<0.1%
-0.0025800892738489
1
<0.1%
-0.0024090934110974
1
<0.1%
-0.0018097052135847
1
<0.1%
0.0001442372014339
1
<0.1%
0.0003240429827672
1
<0.1%
0.0003461761447665
1
<0.1%
0.0004454109206756
1
<0.1%
0.0005155139310688
1
<0.1%
0.0005593610496312
1
<0.1%
0.0005608157201462
1
<0.1%
0.0005798609185404
1
<0.1%
0.0006120911732348
1
<0.1%
0.0006694244791397
1
<0.1%
LARGEST VALUES
1.2527190051601609
1
<0.1%
1.2524972536641965
1
<0.1%
1.251915182268713
1
<0.1%
1.2512145319903412
1
<0.1%
1.2504765352200673
1
<0.1%
1.250370488879131
1
<0.1%
1.2503493433367605
1
<0.1%
1.250087361346924
1
<0.1%
1.24982436373673
1
<0.1%
1.2493752994217384
1
<0.1%
1.2480552638283853
1
<0.1%
1.2475291502540238
1
<0.1%
1.2472747209166026
1
<0.1%
1.2470231994781749
1
<0.1%
1.246031867883343
1
<0.1%
B_8
MISSING:
19
(<1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
D_45
-0.73
D_47
-0.49
P_4
0.47
D_121
-0.40
P_2
-0.37
D_110
-0.35
D_111
-0.32
D_59
0.32
D_77
-0.29
D_118
-0.29
D_115
-0.28
B_9
0.28
D_119
-0.28
D_48
0.27

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
D_68
0.35
target
0.32
D_114
0.28
D_126
0.27
B_38
0.27
D_64
0.25
D_117
0.25
D_63
0.23
D_120
0.20
B_30
0.14
D_88
0.03
D_87
0.02
B_31
0.01
D_116
0.00
MOST FREQUENT VALUES
0.0073815263739414
1
<0.1%
1.0007037840765167
1
<0.1%
0.0038834302720737
1
<0.1%
0.0015490569479613
1
<0.1%
1.0069157108397766
1
<0.1%
0.0039170970437002
1
<0.1%
1.0044009708368171
1
<0.1%
1.002799891173753
1
<0.1%
0.0065680841614769
1
<0.1%
0.0078887206437882
1
<0.1%
0.0063761775819008
1
<0.1%
0.0041011014047527
1
<0.1%
1.0008590176531704
1
<0.1%
1.0034073333959637
1
<0.1%
1.0045445689643289
1
<0.1%
SMALLEST VALUES
3.94069910977346e-06
1
<0.1%
9.341911371772982e-06
1
<0.1%
1.4617361466526813e-05
1
<0.1%
1.4772833811881326e-05
1
<0.1%
1.562469995358584e-05
1
<0.1%
1.9468548732969325e-05
1
<0.1%
2.2505144132659582e-05
1
<0.1%
2.94958639379439e-05
1
<0.1%
3.008011587677273e-05
1
<0.1%
3.156678275334835e-05
1
<0.1%
3.374785654833179e-05
1
<0.1%
3.5856967298353304e-05
1
<0.1%
3.9160260160781005e-05
1
<0.1%
4.844704941689093e-05
1
<0.1%
5.597437201637301e-05
1
<0.1%
LARGEST VALUES
1.009953196498037
1
<0.1%
1.0099106844951231
1
<0.1%
1.0098713384465805
1
<0.1%
1.00981090902666
1
<0.1%
1.0097836292572566
1
<0.1%
1.0097818054391494
1
<0.1%
1.009781304855215
1
<0.1%
1.009779762874447
1
<0.1%
1.009764481055067
1
<0.1%
1.0097613153779337
1
<0.1%
1.0097572894162978
1
<0.1%
1.0097431116292868
1
<0.1%
1.0097339435593575
1
<0.1%
1.0097335501927365
1
<0.1%
1.009732898136876
1
<0.1%
D_50
MISSING:
3,220
(57%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
B_29
0.53
D_73
0.32
B_12
0.30
D_76
0.29
B_5
0.29
B_26
0.26
D_134
-0.25
D_51
0.25
D_56
0.24
B_13
0.23
D_127
0.23
S_26
0.22
B_39
0.21
D_62
0.20

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
D_114
0.21
D_64
0.18
D_117
0.16
B_38
0.13
target
0.12
D_68
0.09
D_126
0.08
D_63
0.08
B_30
0.07
D_66
0.06
D_120
0.04
D_88
0.01
B_31
0.01
D_116
0.01
MOST FREQUENT VALUES
0.0019761507238977
1
<0.1%
0.167583596113949
1
<0.1%
0.933258078197778
1
<0.1%
0.0020620721286726
1
<0.1%
0.1451075266844184
1
<0.1%
0.0541073384861003
1
<0.1%
0.1494618938630305
1
<0.1%
0.0200236306634881
1
<0.1%
0.158849072942999
1
<0.1%
0.0643261191131008
1
<0.1%
0.2353965143813226
1
<0.1%
0.0536464612141679
1
<0.1%
0.1655355448182325
1
<0.1%
0.0493264208839638
1
<0.1%
0.1736027772634674
1
<0.1%
SMALLEST VALUES
-0.1347174427794658
1
<0.1%
-0.1342971531121842
1
<0.1%
-0.0880880232408782
1
<0.1%
-0.066260612300406
1
<0.1%
-0.061995271409902
1
<0.1%
-0.0614301491919797
1
<0.1%
-0.0528230918115126
1
<0.1%
-0.0250881088787712
1
<0.1%
-0.0227060461518919
1
<0.1%
-0.0152314363900671
1
<0.1%
-0.0137192008980282
1
<0.1%
-0.0067072266409632
1
<0.1%
2.070778032864262e-05
1
<0.1%
8.109995089759182e-05
1
<0.1%
8.728763323273103e-05
1
<0.1%
LARGEST VALUES
5.083564353289891
1
<0.1%
3.657843759081525
1
<0.1%
3.625517666657967
1
<0.1%
3.1927317674192848
1
<0.1%
2.9270878771263176
1
<0.1%
2.7958422984292226
1
<0.1%
2.190061035339409
1
<0.1%
2.175830517913937
1
<0.1%
1.9690492165498443
1
<0.1%
1.936774982030273
1
<0.1%
1.9363674234447776
1
<0.1%
1.8602202912122323
1
<0.1%
1.572964032785758
1
<0.1%
1.53782701071262
1
<0.1%
1.4497212983761687
1
<0.1%
D_51
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
D_91
0.67
D_92
0.63
D_56
0.39
D_73
0.35
S_13
0.34
D_127
0.34
S_8
0.32
P_2
0.32
B_39
0.31
D_62
0.31
B_2
0.31
B_13
0.29
B_18
0.29
D_48
-0.29

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
B_38
0.38
D_117
0.30
target
0.26
D_64
0.25
D_114
0.25
D_63
0.19
D_68
0.19
B_30
0.18
D_126
0.12
D_120
0.08
D_66
0.05
D_88
0.02
D_116
0.01
D_87
0.01
MOST FREQUENT VALUES
0.0016743089963095
1
<0.1%
0.3415711090900992
1
<0.1%
0.0002349671982558
1
<0.1%
0.0070225036158124
1
<0.1%
0.0078686754007159
1
<0.1%
0.337299525486582
1
<0.1%
0.00403052279624
1
<0.1%
0.3385318370776644
1
<0.1%
0.0072391143034921
1
<0.1%
0.0050784598614575
1
<0.1%
0.3429668144935776
1
<0.1%
0.0072342668310338
1
<0.1%
0.001539191349614
1
<0.1%
0.0067575003583755
1
<0.1%
0.0007095102868173
1
<0.1%
SMALLEST VALUES
1.106504442077716e-06
1
<0.1%
1.458166504316738e-06
1
<0.1%
1.1666210288757697e-05
1
<0.1%
1.465875417522411e-05
1
<0.1%
1.6920943400328127e-05
1
<0.1%
1.8780502771968965e-05
1
<0.1%
2.1795010036785856e-05
1
<0.1%
2.287118333323068e-05
1
<0.1%
2.7738941425412555e-05
1
<0.1%
2.8541504286954124e-05
1
<0.1%
3.064764733564984e-05
1
<0.1%
3.345247807105767e-05
1
<0.1%
3.434481334076089e-05
1
<0.1%
3.4775472221592055e-05
1
<0.1%
3.786008370823102e-05
1
<0.1%
LARGEST VALUES
2.0030991807975664
1
<0.1%
2.0008927161543304
1
<0.1%
1.6675750063502974
1
<0.1%
1.6673913189269611
1
<0.1%
1.3430771903403096
1
<0.1%
1.342665016636864
1
<0.1%
1.3418399608498204
1
<0.1%
1.3416069674778022
1
<0.1%
1.3415779226459057
1
<0.1%
1.3414601817753216
1
<0.1%
1.3413528276571116
1
<0.1%
1.340952196903262
1
<0.1%
1.3397437767670772
1
<0.1%
1.3394686581091797
1
<0.1%
1.3392036168518042
1
<0.1%
B_9
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
B_39
-0.76
B_2
-0.63
B_33
-0.60
B_18
-0.58
B_16
0.57
B_20
0.57
P_2
-0.56
B_1
0.55
B_37
0.55
D_48
0.54
B_3
0.54
B_11
0.52
B_19
0.51
D_61
0.48

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
B_38
0.62
B_30
0.49
target
0.48
D_63
0.31
D_120
0.16
D_68
0.15
D_117
0.15
D_114
0.14
D_64
0.14
D_126
0.07
D_88
0.05
B_31
0.04
D_66
0.02
D_116
0.01
MOST FREQUENT VALUES
0.6489711091503203
1
<0.1%
0.0208886847017504
1
<0.1%
0.0482512880330214
1
<0.1%
0.0027092882208902
1
<0.1%
0.0086317076340724
1
<0.1%
0.0046161354270388
1
<0.1%
0.0062421630379149
1
<0.1%
0.3776064053520575
1
<0.1%
1.1342923910679248
1
<0.1%
0.0540360003310236
1
<0.1%
0.0058753716491518
1
<0.1%
4.333955811969673
1
<0.1%
0.5326783557643793
1
<0.1%
1.9309048016194856
1
<0.1%
0.5464228682453077
1
<0.1%
SMALLEST VALUES
3.831097322095079e-05
1
<0.1%
3.862759596421572e-05
1
<0.1%
4.051002032815498e-05
1
<0.1%
4.0741588391324245e-05
1
<0.1%
4.114191969221137e-05
1
<0.1%
4.1561241266956375e-05
1
<0.1%
4.606061946621165e-05
1
<0.1%
5.3303030834814805e-05
1
<0.1%
6.056784543796767e-05
1
<0.1%
6.396622254624785e-05
1
<0.1%
6.553770759521572e-05
1
<0.1%
6.76346985579812e-05
1
<0.1%
7.526031114932886e-05
1
<0.1%
7.580390838404894e-05
1
<0.1%
8.21300363897437e-05
1
<0.1%
LARGEST VALUES
4.333955811969673
1
<0.1%
2.0696344921978738
1
<0.1%
1.9309048016194856
1
<0.1%
1.869667762534893
1
<0.1%
1.7021757118487095
1
<0.1%
1.5869188009652224
1
<0.1%
1.552420052500303
1
<0.1%
1.539692646551178
1
<0.1%
1.4953484228425382
1
<0.1%
1.4651471787610226
1
<0.1%
1.4576568816883095
1
<0.1%
1.38432110730353
1
<0.1%
1.3772885129105603
1
<0.1%
1.3705137131412757
1
<0.1%
1.336270342881812
1
<0.1%
R_3
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
D_43
0.70
R_16
0.54
D_42
0.34
P_4
0.31
P_2
-0.29
R_11
0.27
B_8
0.26
R_27
-0.24
D_108
0.24
D_45
-0.23
B_39
0.22
S_7
0.21
D_47
-0.20
D_107
0.20

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
target
0.28
D_120
0.28
D_68
0.20
B_38
0.19
D_64
0.14
D_117
0.13
D_114
0.12
D_126
0.11
D_63
0.07
B_30
0.06
D_66
0.04
D_88
0.01
B_31
0.01
D_87
0.01
MOST FREQUENT VALUES
0.2088608646543994
1
<0.1%
0.1061125596793162
1
<0.1%
0.1019219105982711
1
<0.1%
0.0033833708806745
1
<0.1%
0.0008240804242376
1
<0.1%
0.1048506578592843
1
<0.1%
0.0095413860713046
1
<0.1%
0.105933135004705
1
<0.1%
0.0018799097096679
1
<0.1%
0.1014097508231724
1
<0.1%
0.0029281990866957
1
<0.1%
0.0089035406396969
1
<0.1%
0.0062276645512032
1
<0.1%
0.1078535303167029
1
<0.1%
0.8061159979263864
1
<0.1%
SMALLEST VALUES
3.051044995860952e-06
1
<0.1%
4.154966502102342e-06
1
<0.1%
1.1183561099630256e-05
1
<0.1%
1.3299452255445266e-05
1
<0.1%
1.6749489132436013e-05
1
<0.1%
1.776129009193106e-05
1
<0.1%
1.839771468762241e-05
1
<0.1%
1.909669192457164e-05
1
<0.1%
2.8676999180453634e-05
1
<0.1%
2.8693501776632104e-05
1
<0.1%
3.5328781280186126e-05
1
<0.1%
3.6143231252318e-05
1
<0.1%
4.191495319233019e-05
1
<0.1%
4.3438226671956846e-05
1
<0.1%
4.976549574807088e-05
1
<0.1%
LARGEST VALUES
3.6044858984607058
1
<0.1%
2.706226578124098
1
<0.1%
2.2059571740296344
1
<0.1%
2.006384179676399
1
<0.1%
2.0009247418707914
1
<0.1%
1.8073362555694787
1
<0.1%
1.701700893416532
1
<0.1%
1.7009843677375285
1
<0.1%
1.6042390982803207
1
<0.1%
1.602040611446606
1
<0.1%
1.6012033933748917
1
<0.1%
1.6007479029246343
1
<0.1%
1.5048983008338073
1
<0.1%
1.5036624807964587
1
<0.1%
1.50277996438916
1
<0.1%
D_52
MISSING:
34
(<1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
D_77
0.67
D_73
0.63
D_62
0.63
D_48
-0.33
D_49
0.32
B_39
0.30
D_61
-0.27
D_56
0.25
B_8
-0.25
P_2
0.24
D_45
0.23
D_47
0.22
D_76
0.22
D_55
-0.21

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
target
0.23
B_38
0.22
D_117
0.17
D_68
0.16
D_114
0.15
B_30
0.14
D_64
0.13
D_63
0.12
D_126
0.11
D_120
0.10
D_88
0.06
D_66
0.05
D_116
0.04
D_87
0.01
MOST FREQUENT VALUES
0.0747226903431401
1
<0.1%
0.1938086610816771
1
<0.1%
0.2469937588496791
1
<0.1%
0.173847522469757
1
<0.1%
1.0008632982983436
1
<0.1%
0.237952212889469
1
<0.1%
0.0680830669067509
1
<0.1%
0.1155061233042506
1
<0.1%
0.0741981636071413
1
<0.1%
0.0143482351912593
1
<0.1%
0.0589921103320806
1
<0.1%
0.3823564452775895
1
<0.1%
0.4012903137152276
1
<0.1%
0.1217578636791668
1
<0.1%
1.0015205274884065
1
<0.1%
SMALLEST VALUES
-0.0045463804166928
1
<0.1%
-0.0045086287139285
1
<0.1%
-0.004464177352536
1
<0.1%
-0.0035002526856517
1
<0.1%
-0.0029171000341519
1
<0.1%
-0.0029034059138535
1
<0.1%
-0.0019639464250524
1
<0.1%
-0.0017454484317863
1
<0.1%
-0.0014534220139762
1
<0.1%
-0.0009860677131524
1
<0.1%
-0.0009443587985368
1
<0.1%
-0.0005004017437311
1
<0.1%
-0.0004726202465443
1
<0.1%
3.1942908485697776e-05
1
<0.1%
4.301825401153243e-05
1
<0.1%
LARGEST VALUES
1.0099831973055855
1
<0.1%
1.0099426225273562
1
<0.1%
1.0097699052403837
1
<0.1%
1.009723940430817
1
<0.1%
1.009666610179073
1
<0.1%
1.0096126838765611
1
<0.1%
1.0095412946847846
1
<0.1%
1.009496959269661
1
<0.1%
1.0093688332355784
1
<0.1%
1.0093629902557133
1
<0.1%
1.0092559855097476
1
<0.1%
1.0092318991611198
1
<0.1%
1.009133493341947
1
<0.1%
1.0090059791186634
1
<0.1%
1.0089912666533796
1
<0.1%
P_3
MISSING:
316
(6%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
P_2
0.36
R_1
-0.34
D_46
-0.33
R_15
-0.32
D_84
-0.31
R_2
-0.30
R_4
-0.27
D_48
-0.26
D_53
-0.26
D_89
-0.24
R_5
-0.24
D_81
-0.24
D_78
-0.23
D_44
-0.22

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
D_117
0.47
D_64
0.43
D_68
0.42
B_38
0.26
target
0.23
D_126
0.22
D_114
0.17
B_30
0.10
D_120
0.08
D_66
0.06
D_63
0.06
D_88
0.02
D_87
0.01
B_31
0.01
MOST FREQUENT VALUES
0.5342753144791432
1
<0.1%
0.7946071670885418
1
<0.1%
0.6534839193590466
1
<0.1%
0.3742741198506449
1
<0.1%
0.5928549452927253
1
<0.1%
0.4718610843659776
1
<0.1%
0.7168593744770801
1
<0.1%
0.629753689508248
1
<0.1%
0.7604972620417023
1
<0.1%
0.5598099769050288
1
<0.1%
0.7278512739533218
1
<0.1%
0.6331040418588478
1
<0.1%
0.465761466083964
1
<0.1%
0.6333693677600861
1
<0.1%
0.5503901550461971
1
<0.1%
SMALLEST VALUES
-0.6673622068006176
1
<0.1%
-0.6122225463830983
1
<0.1%
-0.5683887480443849
1
<0.1%
-0.5213627359879097
1
<0.1%
-0.4789434296731608
1
<0.1%
-0.4771423648061605
1
<0.1%
-0.4298262425111423
1
<0.1%
-0.4238848638510656
1
<0.1%
-0.4178282510853127
1
<0.1%
-0.385995359884257
1
<0.1%
-0.3834012946109729
1
<0.1%
-0.3745852905848186
1
<0.1%
-0.364734583148439
1
<0.1%
-0.3562637323500764
1
<0.1%
-0.3296373166416833
1
<0.1%
LARGEST VALUES
2.0813565543433112
1
<0.1%
1.9916652289701409
1
<0.1%
1.5194833765713665
1
<0.1%
1.4641265621714326
1
<0.1%
1.4354622250693043
1
<0.1%
1.431251894430703
1
<0.1%
1.3634396853906356
1
<0.1%
1.303323001227578
1
<0.1%
1.3029398975943631
1
<0.1%
1.2641065235041995
1
<0.1%
1.2517795799297615
1
<0.1%
1.2452518824370218
1
<0.1%
1.2410806161858443
1
<0.1%
1.2208155076879137
1
<0.1%
1.213095250759597
1
<0.1%
B_10
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
D_108
0.92
B_42
0.29
B_39
0.24
B_18
0.23
D_48
-0.23
D_61
-0.23
D_111
0.22
D_55
-0.19
D_58
-0.19
B_2
0.18
B_7
-0.18
B_33
0.17
B_23
-0.17
D_75
-0.17

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
B_38
0.17
target
0.11
B_30
0.11
D_117
0.06
D_63
0.04
D_68
0.03
D_64
0.03
D_114
0.02
D_120
0.02
B_31
0.01
D_88
0.01
D_126
0.01
D_116
0.00
D_87
0.00
MOST FREQUENT VALUES
0.014561553517268
1
<0.1%
0.2951601859085233
1
<0.1%
0.1533004044930609
1
<0.1%
0.2944277520280459
1
<0.1%
0.2994043882158553
1
<0.1%
0.2261020491978932
1
<0.1%
0.2984647985235847
1
<0.1%
0.0470439799021822
1
<0.1%
0.0295839999929098
1
<0.1%
0.2999049598587464
1
<0.1%
0.2411557410026069
1
<0.1%
0.0563496168639399
1
<0.1%
0.0350088236073487
1
<0.1%
0.0433400115183346
1
<0.1%
0.0347011078776269
1
<0.1%
SMALLEST VALUES
-0.0025581407186478
1
<0.1%
-0.0020692231532255
1
<0.1%
-0.0016181760410259
1
<0.1%
-0.0015619815177388
1
<0.1%
-0.0013478621445218
1
<0.1%
-0.0013273134491497
1
<0.1%
-0.0010548668314742
1
<0.1%
-0.0006588151494615
1
<0.1%
-0.0005866330012622
1
<0.1%
0.0006382495784125
1
<0.1%
0.0008799925484093
1
<0.1%
0.0010116017360017
1
<0.1%
0.0010132882456457
1
<0.1%
0.0011759009302486
1
<0.1%
0.0016192278176559
1
<0.1%
LARGEST VALUES
26.83140972545559
1
<0.1%
22.182576031547143
1
<0.1%
15.13848546773763
1
<0.1%
14.246261355036935
1
<0.1%
11.81621151268387
1
<0.1%
9.36808084905789
1
<0.1%
8.028005727043666
1
<0.1%
7.537526386594022
1
<0.1%
6.910472250620671
1
<0.1%
5.374149980895995
1
<0.1%
4.227242431765694
1
<0.1%
3.80601544857962
1
<0.1%
3.735019435964349
1
<0.1%
3.68812451429548
1
<0.1%
3.4193210178593425
1
<0.1%
D_53
MISSING:
4,174
(74%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
D_84
0.75
D_81
0.75
D_72
0.72
R_20
0.61
D_110
0.59
R_5
0.57
R_17
0.52
R_24
0.50
R_2
0.48
R_13
0.47
D_138
0.46
D_89
0.45
P_2
-0.45
R_1
0.42

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
target
0.21
B_38
0.19
D_117
0.08
B_30
0.08
D_126
0.04
B_31
0.04
D_63
0.04
D_64
0.04
D_68
0.04
D_120
0.03
D_66
0.02
D_88
0.02
D_114
0.01
D_116
0.00
MOST FREQUENT VALUES
0.0036270627539957
1
<0.1%
0.361481495055538
1
<0.1%
0.0073011476286188
1
<0.1%
0.1884556668557407
1
<0.1%
0.0020991563305699
1
<0.1%
0.0199100157818743
1
<0.1%
0.3563540622465903
1
<0.1%
0.265695084319069
1
<0.1%
0.0748467988986762
1
<0.1%
0.0132828674832829
1
<0.1%
0.0034565895553671
1
<0.1%
0.0115872413217041
1
<0.1%
0.0082327388188204
1
<0.1%
0.698934312453529
1
<0.1%
0.0105670541912149
1
<0.1%
SMALLEST VALUES
6.037065946069564e-06
1
<0.1%
1.0236364779006024e-05
1
<0.1%
1.0730527495760312e-05
1
<0.1%
1.664589148873241e-05
1
<0.1%
2.3062802943069063e-05
1
<0.1%
7.60939042002029e-05
1
<0.1%
8.005159427366459e-05
1
<0.1%
8.110399636186427e-05
1
<0.1%
0.0001348022997624
1
<0.1%
0.0001934683824859
1
<0.1%
0.0002014147935959
1
<0.1%
0.0002132614933073
1
<0.1%
0.0002166164585029
1
<0.1%
0.0002301808741786
1
<0.1%
0.0002356408562551
1
<0.1%
LARGEST VALUES
2.221099396608885
1
<0.1%
1.9950081114600444
1
<0.1%
1.8847093060129063
1
<0.1%
1.8254443509093947
1
<0.1%
1.7585620785383718
1
<0.1%
1.5869362385105463
1
<0.1%
1.550720952311111
1
<0.1%
1.4986564956993822
1
<0.1%
1.4933445081976766
1
<0.1%
1.318726130444572
1
<0.1%
1.2877152698231435
1
<0.1%
1.2380976548574572
1
<0.1%
1.218305805338367
1
<0.1%
1.192325092132566
1
<0.1%
1.1766849771246948
1
<0.1%
S_5
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
D_111
-0.61
B_14
0.51
B_12
0.48
B_15
0.47
B_13
0.40
B_28
0.37
B_25
0.23
D_49
0.22
S_13
0.21
S_26
0.20
B_4
0.17
S_18
0.17
D_110
-0.16
R_19
0.15

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
B_38
0.15
D_63
0.14
D_88
0.06
target
0.05
D_64
0.03
B_30
0.03
D_117
0.03
D_68
0.03
D_120
0.03
D_114
0.02
D_126
0.01
B_31
0.01
D_66
0.01
D_116
0.00
MOST FREQUENT VALUES
0.0439376120224481
1
<0.1%
0.0049079937580835
1
<0.1%
0.0517624769811738
1
<0.1%
0.0087367729927347
1
<0.1%
0.0071152263150856
1
<0.1%
0.0022195055253342
1
<0.1%
0.0047963509106831
1
<0.1%
0.0740826484255285
1
<0.1%
0.0431415290814742
1
<0.1%
0.0095436767856703
1
<0.1%
0.0076743461960773
1
<0.1%
0.1359363713561628
1
<0.1%
0.4277370360675094
1
<0.1%
0.1250338569678738
1
<0.1%
0.08883338507665
1
<0.1%
SMALLEST VALUES
8.586328426546386e-06
1
<0.1%
9.256408927811322e-06
1
<0.1%
9.877909955373632e-06
1
<0.1%
1.0410534161210403e-05
1
<0.1%
1.4059175196560191e-05
1
<0.1%
1.968813031517636e-05
1
<0.1%
2.4917177034776696e-05
1
<0.1%
3.1354736878597134e-05
1
<0.1%
3.3783503753400666e-05
1
<0.1%
4.000317509568197e-05
1
<0.1%
5.688782507493496e-05
1
<0.1%
7.384874460694025e-05
1
<0.1%
8.187449206633723e-05
1
<0.1%
8.568304914461921e-05
1
<0.1%
9.08011447087942e-05
1
<0.1%
LARGEST VALUES
13.123505967444247
1
<0.1%
11.781235642621969
1
<0.1%
11.34577307959379
1
<0.1%
11.267540260341312
1
<0.1%
7.80132539408618
1
<0.1%
3.998416756733874
1
<0.1%
3.2019222642386165
1
<0.1%
3.193561011832182
1
<0.1%
2.7114670581325107
1
<0.1%
2.711335781248414
1
<0.1%
2.600398269634642
1
<0.1%
2.4574086609869266
1
<0.1%
2.183487834740324
1
<0.1%
2.1083956887078426
1
<0.1%
2.0641075200097543
1
<0.1%
B_11
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
B_1
1.00
B_37
0.99
B_3
0.71
B_19
0.70
B_22
0.62
B_20
0.61
B_2
-0.61
B_23
0.60
B_7
0.60
B_16
0.57
B_18
-0.54
B_33
-0.54
B_9
0.52
B_25
0.49

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
B_30
0.64
B_38
0.62
target
0.37
D_63
0.10
D_117
0.09
D_88
0.09
D_68
0.08
D_64
0.07
D_114
0.07
B_31
0.06
D_120
0.05
D_87
0.04
D_126
0.03
D_66
0.01
MOST FREQUENT VALUES
0.2074787257513819
1
<0.1%
0.0264000909130181
1
<0.1%
0.0044991515598348
1
<0.1%
0.0044800494529603
1
<0.1%
2.5263270349629163e-05
1
<0.1%
0.1118304061517637
1
<0.1%
0.0002646741561635
1
<0.1%
0.1258282026307613
1
<0.1%
0.0259839963578763
1
<0.1%
0.0157139541729028
1
<0.1%
0.0048763663606085
1
<0.1%
0.1740798405574675
1
<0.1%
0.3632543055817858
1
<0.1%
0.2814032265784872
1
<0.1%
0.0903498358851537
1
<0.1%
SMALLEST VALUES
3.115816858501041e-06
1
<0.1%
8.038032239900962e-06
1
<0.1%
1.089215636793428e-05
1
<0.1%
1.4354539296177472e-05
1
<0.1%
1.5028798233274189e-05
1
<0.1%
1.568851407926508e-05
1
<0.1%
1.8169738410893644e-05
1
<0.1%
1.880294520493209e-05
1
<0.1%
1.960123237543132e-05
1
<0.1%
2.5263270349629163e-05
1
<0.1%
2.597379613279216e-05
1
<0.1%
3.880544572328115e-05
1
<0.1%
4.00372292894291e-05
1
<0.1%
5.119350126754685e-05
1
<0.1%
6.009672894420115e-05
1
<0.1%
LARGEST VALUES
1.398915554130214
1
<0.1%
1.39704594245749
1
<0.1%
1.3918919678600614
1
<0.1%
1.3916549518613937
1
<0.1%
1.3914948766797464
1
<0.1%
1.376140269404864
1
<0.1%
1.3609914028550547
1
<0.1%
1.349557616383115
1
<0.1%
1.3459783804096743
1
<0.1%
1.3438973288192615
1
<0.1%
1.3434092215177007
1
<0.1%
1.3427898593454126
1
<0.1%
1.336005398825205
1
<0.1%
1.330733689909839
1
<0.1%
1.3033647865704323
1
<0.1%
S_6
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
S_8
-0.49
S_13
-0.40
B_42
0.34
D_135
0.34
B_39
-0.34
S_15
0.32
D_60
-0.28
B_33
0.28
S_24
-0.27
B_16
-0.27
S_11
-0.25
D_73
-0.24
D_39
-0.24
B_9
-0.21

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
B_38
0.75
D_117
0.22
D_63
0.21
D_68
0.21
D_64
0.19
B_30
0.11
target
0.09
D_126
0.07
D_66
0.06
D_120
0.05
D_114
0.03
D_87
0.02
D_88
0.02
B_31
0.02
MOST FREQUENT VALUES
0.0048821117804207
1
<0.1%
0.0051425955290629
1
<0.1%
0.0056351375020965
1
<0.1%
0.0039453487799864
1
<0.1%
0.0035897570348568
1
<0.1%
0.0032269985611277
1
<0.1%
1.0082921896552794
1
<0.1%
0.0049291171737769
1
<0.1%
0.0012293474999274
1
<0.1%
0.0033773144993633
1
<0.1%
1.0094971235816828
1
<0.1%
0.0070463535500532
1
<0.1%
0.006628831116974
1
<0.1%
0.0020739211120704
1
<0.1%
0.0009000936620794
1
<0.1%
SMALLEST VALUES
2.366751033368563e-06
1
<0.1%
6.253736443022495e-06
1
<0.1%
7.522734954845233e-06
1
<0.1%
9.825771552127304e-06
1
<0.1%
9.835512804780811e-06
1
<0.1%
1.0716008895134924e-05
1
<0.1%
1.5591946275717777e-05
1
<0.1%
2.8558382364324265e-05
1
<0.1%
2.960487678669424e-05
1
<0.1%
3.164333866856413e-05
1
<0.1%
3.410717249278408e-05
1
<0.1%
3.601467740515617e-05
1
<0.1%
3.623818179319187e-05
1
<0.1%
3.655830089178371e-05
1
<0.1%
4.158207441838009e-05
1
<0.1%
LARGEST VALUES
1.0099998602677258
1
<0.1%
1.009967497023958
1
<0.1%
1.0099673019479227
1
<0.1%
1.0099506787351744
1
<0.1%
1.0099478677325329
1
<0.1%
1.0099447712732967
1
<0.1%
1.0099369250450965
1
<0.1%
1.0099334721513211
1
<0.1%
1.009924095622037
1
<0.1%
1.0099172614662018
1
<0.1%
1.009915621181604
1
<0.1%
1.009910852919514
1
<0.1%
1.0099103020950422
1
<0.1%
1.0099051609996663
1
<0.1%
1.0099011251148649
1
<0.1%
D_54
MISSING:
1
(<1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
D_41
-0.59
D_112
0.33
D_39
-0.33
R_2
-0.29
D_65
-0.28
D_81
-0.25
D_53
-0.24
P_2
0.23
R_8
-0.23
D_84
-0.22
R_5
-0.22
D_111
-0.22
R_4
-0.22
D_72
-0.21

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
B_38
0.16
target
0.13
D_63
0.13
D_88
0.10
D_87
0.10
D_68
0.05
D_117
0.04
D_120
0.03
D_64
0.03
B_30
0.02
D_114
0.02
D_66
0.02
D_126
0.01
B_31
0.01
MOST FREQUENT VALUES
1.0055205522136363
1
<0.1%
1.0090376289392522
1
<0.1%
1.0046611820368003
1
<0.1%
1.0053035986500989
1
<0.1%
1.0006273276711437
1
<0.1%
1.0096695559990536
1
<0.1%
1.0065721152356348
1
<0.1%
1.004147303606644
1
<0.1%
1.0015377396836411
1
<0.1%
1.0073508851542532
1
<0.1%
1.0011087272522092
1
<0.1%
1.0074184887631483
1
<0.1%
1.0043668110340291
1
<0.1%
1.007282930362306
1
<0.1%
1.006894089156259
1
<0.1%
SMALLEST VALUES
-0.0018300446245877
1
<0.1%
-0.0011046222495027
1
<0.1%
-0.0007352952276267
1
<0.1%
-0.000400121705126
1
<0.1%
-0.0002662675236371
1
<0.1%
0.0006032207547618
1
<0.1%
0.0010233898196295
1
<0.1%
0.0011141278029553
1
<0.1%
0.0011261745200127
1
<0.1%
0.001249972135503
1
<0.1%
0.001375222094701
1
<0.1%
0.001429291057797
1
<0.1%
0.0015411500082397
1
<0.1%
0.0015509465539256
1
<0.1%
0.0015775681635234
1
<0.1%
LARGEST VALUES
1.0099987392345
1
<0.1%
1.0099955015864102
1
<0.1%
1.009994826490996
1
<0.1%
1.0099885278932803
1
<0.1%
1.009988197273486
1
<0.1%
1.0099811335379534
1
<0.1%
1.009979376477555
1
<0.1%
1.009978446409703
1
<0.1%
1.009978111863296
1
<0.1%
1.0099778648627016
1
<0.1%
1.0099776940520655
1
<0.1%
1.0099769760400366
1
<0.1%
1.0099759516075326
1
<0.1%
1.0099712966775083
1
<0.1%
1.009969607236553
1
<0.1%
R_4
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
R_2
0.75
R_5
0.63
R_1
0.62
R_8
0.61
D_110
-0.58
D_84
0.49
R_6
0.44
D_53
0.41
R_17
0.39
D_89
0.38
R_13
0.36
D_78
0.35
D_81
0.32
R_15
0.31

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
target
0.19
B_38
0.16
B_30
0.09
D_117
0.05
D_120
0.05
B_31
0.04
D_68
0.03
D_64
0.03
D_126
0.03
D_63
0.02
D_66
0.02
D_114
0.01
D_88
0.00
D_116
0.00
MOST FREQUENT VALUES
0.0026609876663883
1
<0.1%
0.0044818863701528
1
<0.1%
0.0064567033330055
1
<0.1%
0.0032684489306219
1
<0.1%
0.0091622576877943
1
<0.1%
0.0028123403457087
1
<0.1%
0.0097154458256495
1
<0.1%
0.0066655287990941
1
<0.1%
0.0025352325362799
1
<0.1%
0.0054067394710561
1
<0.1%
0.0097941321437361
1
<0.1%
0.0008945418240901
1
<0.1%
0.0061726242677364
1
<0.1%
0.0075291903529496
1
<0.1%
1.0033702984684194
1
<0.1%
SMALLEST VALUES
7.930407188760924e-07
1
<0.1%
1.981868925271524e-06
1
<0.1%
4.437840537817594e-06
1
<0.1%
7.172969319090284e-06
1
<0.1%
7.409026532257945e-06
1
<0.1%
9.13557004715293e-06
1
<0.1%
1.339501299683743e-05
1
<0.1%
1.398485245857506e-05
1
<0.1%
1.501603809088814e-05
1
<0.1%
1.5782768802881097e-05
1
<0.1%
1.583544004998716e-05
1
<0.1%
1.7140883926290983e-05
1
<0.1%
1.792650897810999e-05
1
<0.1%
2.038895898942017e-05
1
<0.1%
2.1841659255307232e-05
1
<0.1%
LARGEST VALUES
1.0099521121799742
1
<0.1%
1.0098998764890954
1
<0.1%
1.0097936805948349
1
<0.1%
1.0097440495917342
1
<0.1%
1.0096505702901613
1
<0.1%
1.009595570029295
1
<0.1%
1.0094829266989152
1
<0.1%
1.0094546930832753
1
<0.1%
1.0092917965418002
1
<0.1%
1.009268248077014
1
<0.1%
1.009168762518314
1
<0.1%
1.0089644952523464
1
<0.1%
1.0089062523171832
1
<0.1%
1.0088835439926924
1
<0.1%
1.0088110045944412
1
<0.1%
S_7
MISSING:
1,118
(20%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
S_3
0.90
D_108
0.52
S_15
0.42
S_8
-0.36
P_2
-0.34
P_4
0.32
D_48
0.28
D_77
-0.27
B_42
-0.26
D_62
-0.26
D_47
-0.25
B_39
-0.25
B_8
0.25
D_61
0.25

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
B_38
0.39
target
0.33
D_120
0.18
D_114
0.17
D_64
0.16
D_68
0.16
B_30
0.15
D_117
0.15
D_126
0.13
D_63
0.11
D_66
0.06
D_88
0.04
B_31
0.03
D_116
0.01
MOST FREQUENT VALUES
0.4852304207441592
1
<0.1%
0.3315320841978002
1
<0.1%
0.2048665329414758
1
<0.1%
0.2549947307072074
1
<0.1%
0.1525963931593212
1
<0.1%
0.0141978186056981
1
<0.1%
0.2505891120413343
1
<0.1%
0.0185625620233595
1
<0.1%
0.2842089320632522
1
<0.1%
0.6178231428323707
1
<0.1%
0.1074482430011557
1
<0.1%
0.1086155147256798
1
<0.1%
0.2756897402282201
1
<0.1%
0.1034751758575143
1
<0.1%
0.0810892592055453
1
<0.1%
SMALLEST VALUES
-0.1571113480812575
1
<0.1%
-0.084907906531195
1
<0.1%
-0.0758224121027156
1
<0.1%
-0.070777306104817
1
<0.1%
-0.0686051915327689
1
<0.1%
-0.0631252814629566
1
<0.1%
-0.0558331060788188
1
<0.1%
-0.0494816704080577
1
<0.1%
-0.0427184397614676
1
<0.1%
-0.0395258367176281
1
<0.1%
-0.0363558482981715
1
<0.1%
-0.0352251933074075
1
<0.1%
-0.0348398883192095
1
<0.1%
-0.0272436446460359
1
<0.1%
-0.0271689224234387
1
<0.1%
LARGEST VALUES
2.236446233707862
1
<0.1%
1.818867285224916
1
<0.1%
1.6164748516790963
1
<0.1%
1.5696103146252764
1
<0.1%
1.568455124772546
1
<0.1%
1.5339120722325574
1
<0.1%
1.5315072474243925
1
<0.1%
1.4639125923115863
1
<0.1%
1.3578783834482997
1
<0.1%
1.2801894410294352
1
<0.1%
1.2772995526342508
1
<0.1%
1.2748604846025349
1
<0.1%
1.2230246204528914
1
<0.1%
1.2116648758559976
1
<0.1%
1.2005825318561902
1
<0.1%
B_12
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
B_13
0.90
B_15
0.71
B_14
0.67
S_26
0.53
D_110
-0.53
D_73
0.53
S_5
0.48
B_5
0.46
S_18
0.38
B_28
0.35
D_76
0.35
D_49
0.35
B_39
0.32
S_13
0.31

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
D_63
0.20
B_38
0.18
D_117
0.09
B_30
0.07
target
0.06
D_114
0.05
D_68
0.04
D_64
0.04
D_126
0.03
D_88
0.02
D_66
0.02
D_116
0.00
D_120
0.00
D_87
0.00
MOST FREQUENT VALUES
0.0113138554299847
1
<0.1%
0.0276351373936218
1
<0.1%
0.1056645102213775
1
<0.1%
0.0064253430377025
1
<0.1%
0.0129700799164362
1
<0.1%
0.2060826694770132
1
<0.1%
0.0058291354602838
1
<0.1%
0.1180598979188362
1
<0.1%
0.0660598281960235
1
<0.1%
0.079083924452904
1
<0.1%
0.0017598893791545
1
<0.1%
0.0167361696365511
1
<0.1%
0.0303351394046922
1
<0.1%
0.0152944376814715
1
<0.1%
0.0034296900571964
1
<0.1%
SMALLEST VALUES
2.393360750532869e-05
1
<0.1%
2.6914240895068443e-05
1
<0.1%
8.327574317246623e-05
1
<0.1%
8.80281117974635e-05
1
<0.1%
0.0001959302222568
1
<0.1%
0.0002238866475927
1
<0.1%
0.0002357629547142
1
<0.1%
0.0002885261570358
1
<0.1%
0.0003472663082769
1
<0.1%
0.0006310733029997
1
<0.1%
0.0006488070969222
1
<0.1%
0.0006592919766122
1
<0.1%
0.000725337641897
1
<0.1%
0.000737287861209
1
<0.1%
0.0007450108656085
1
<0.1%
LARGEST VALUES
20.55188288252018
1
<0.1%
9.097607819342542
1
<0.1%
6.608374337074569
1
<0.1%
6.33800616530764
1
<0.1%
6.113766805128106
1
<0.1%
5.398022608425943
1
<0.1%
4.340156424039996
1
<0.1%
3.588874412997747
1
<0.1%
3.360881591871681
1
<0.1%
3.088189389845606
1
<0.1%
2.8662228322290453
1
<0.1%
2.842427760156
1
<0.1%
2.6690678242272594
1
<0.1%
2.5678921315145407
1
<0.1%
2.5605508481502763
1
<0.1%
S_8
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
S_15
-0.79
S_13
0.70
S_6
-0.49
S_3
-0.42
D_60
0.41
S_7
-0.36
S_11
0.36
B_39
0.35
D_92
0.34
D_51
0.32
D_127
0.31
S_24
0.25
B_13
0.23
B_14
0.23

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
B_38
0.54
D_63
0.24
D_117
0.17
target
0.14
B_30
0.14
D_114
0.09
D_66
0.07
D_64
0.07
D_126
0.05
D_120
0.04
D_68
0.02
B_31
0.02
D_116
0.02
D_87
0.01
MOST FREQUENT VALUES
0.0034132195178853
1
<0.1%
0.8513748191729411
1
<0.1%
0.3164595583539217
1
<0.1%
0.0084558731662432
1
<0.1%
0.3230907501892553
1
<0.1%
0.3189873558644338
1
<0.1%
0.0072676327311971
1
<0.1%
0.758893430772889
1
<0.1%
0.4878775640544886
1
<0.1%
0.3212755124375315
1
<0.1%
0.0031879502680373
1
<0.1%
0.667948877841125
1
<0.1%
0.1668178848439243
1
<0.1%
0.0017141751539903
1
<0.1%
0.3241060237370099
1
<0.1%
SMALLEST VALUES
3.681312532721748e-07
1
<0.1%
6.058958642906065e-06
1
<0.1%
1.4228474844711902e-05
1
<0.1%
1.5205105708531176e-05
1
<0.1%
1.8995530675072205e-05
1
<0.1%
3.078124014397887e-05
1
<0.1%
3.7041152189633e-05
1
<0.1%
4.065547541455717e-05
1
<0.1%
5.77186850678113e-05
1
<0.1%
5.85663583333984e-05
1
<0.1%
6.538189884421564e-05
1
<0.1%
6.734531981487657e-05
1
<0.1%
7.103507841190738e-05
1
<0.1%
7.137194139293479e-05
1
<0.1%
7.773775341443856e-05
1
<0.1%
LARGEST VALUES
1.229122380175772
1
<0.1%
1.227356854542656
1
<0.1%
1.1615434533612952
1
<0.1%
1.1610120783329387
1
<0.1%
1.1594828560412371
1
<0.1%
1.159451371271495
1
<0.1%
1.1594432720318903
1
<0.1%
1.15906686463603
1
<0.1%
1.1575466662620846
1
<0.1%
1.1567479784011554
1
<0.1%
1.1562965969780077
1
<0.1%
1.156016380254235
1
<0.1%
1.1558885114818662
1
<0.1%
1.1546003082225351
1
<0.1%
1.1521219911524314
1
<0.1%
D_55
MISSING:
187
(3%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
D_48
0.87
D_61
0.81
D_58
0.73
B_4
0.71
B_18
-0.71
B_23
0.70
D_44
0.69
B_7
0.68
D_75
0.64
P_2
-0.61
D_74
0.61
B_28
0.58
B_16
0.58
B_3
0.56

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
B_38
0.55
target
0.46
B_30
0.42
D_117
0.17
D_68
0.16
D_64
0.15
D_120
0.09
D_63
0.07
D_114
0.06
D_126
0.04
D_88
0.04
B_31
0.04
D_66
0.02
D_87
0.02
MOST FREQUENT VALUES
0.5699905515209731
1
<0.1%
0.0094614431176098
1
<0.1%
0.9384134587985484
1
<0.1%
0.0038200657328086
1
<0.1%
0.0155376356218298
1
<0.1%
0.4131997363908543
1
<0.1%
0.368491855076046
1
<0.1%
0.4110565175752688
1
<0.1%
0.5083854150732748
1
<0.1%
0.9521404803973984
1
<0.1%
0.0700920499562652
1
<0.1%
0.0035613944662049
1
<0.1%
0.1735055549417731
1
<0.1%
0.0401329768534634
1
<0.1%
0.0070281646508063
1
<0.1%
SMALLEST VALUES
6.258637527600585e-05
1
<0.1%
8.496988217750801e-05
1
<0.1%
0.0002339329853242
1
<0.1%
0.0002621531048112
1
<0.1%
0.0003281788366861
1
<0.1%
0.0003399905583149
1
<0.1%
0.0003442449341412
1
<0.1%
0.0003453254945241
1
<0.1%
0.0003533218007358
1
<0.1%
0.0003709036819231
1
<0.1%
0.000415508981148
1
<0.1%
0.0004255200456436
1
<0.1%
0.0004332068585228
1
<0.1%
0.0004353963197184
1
<0.1%
0.0004460382495159
1
<0.1%
LARGEST VALUES
1.2853487533350776
1
<0.1%
1.254432317083626
1
<0.1%
1.1609797151552712
1
<0.1%
1.1346254938859184
1
<0.1%
1.113630568562342
1
<0.1%
1.1107038445433175
1
<0.1%
1.1057021213538347
1
<0.1%
1.0922086109566107
1
<0.1%
1.0896946463418589
1
<0.1%
1.0855933750702438
1
<0.1%
1.0719661861650482
1
<0.1%
1.069907474281425
1
<0.1%
1.0670213731710336
1
<0.1%
1.0661824553342267
1
<0.1%
1.0628231096395195
1
<0.1%
D_56
MISSING:
3,043
(54%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
D_73
0.82
D_110
0.54
D_51
0.39
B_42
0.36
S_11
0.33
D_111
-0.32
D_62
0.29
B_12
0.27
D_77
0.27
B_13
0.26
D_127
0.26
D_76
0.26
D_52
0.25
D_108
0.25

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
D_64
0.38
D_117
0.34
D_114
0.32
D_68
0.22
target
0.19
B_38
0.17
D_126
0.14
B_30
0.12
D_63
0.11
D_120
0.06
D_66
0.03
B_31
0.01
D_88
0.01
D_116
0.01
MOST FREQUENT VALUES
0.1570030421163691
1
<0.1%
0.0900003085951426
1
<0.1%
0.1936704184080085
1
<0.1%
0.0179778893286604
1
<0.1%
0.1291520208100043
1
<0.1%
0.0955460353195278
1
<0.1%
0.4456939372955717
1
<0.1%
0.1512238750308424
1
<0.1%
0.0645311182668157
1
<0.1%
0.0787975324811414
1
<0.1%
0.0878547792044622
1
<0.1%
0.3366347768675628
1
<0.1%
0.0520393787355801
1
<0.1%
0.0854116775509899
1
<0.1%
0.2202267588366881
1
<0.1%
SMALLEST VALUES
-0.0138948024906881
1
<0.1%
-0.0127752193293941
1
<0.1%
-0.010673844628256
1
<0.1%
-0.007765313966813
1
<0.1%
-0.0069721891120671
1
<0.1%
-0.0051553899090167
1
<0.1%
-0.00425388062467
1
<0.1%
-0.0030438185954762
1
<0.1%
-0.0021133770693509
1
<0.1%
-0.0018477003009816
1
<0.1%
-0.001741733545082
1
<0.1%
-0.0017064675178403
1
<0.1%
-0.0013951415748652
1
<0.1%
-0.0012717270680481
1
<0.1%
-0.0012022571201336
1
<0.1%
LARGEST VALUES
2.611931579778296
1
<0.1%
1.9748413238086149
1
<0.1%
1.6766370462974225
1
<0.1%
1.6134369639189667
1
<0.1%
1.4884217678685914
1
<0.1%
1.4590644527611516
1
<0.1%
1.430132666388989
1
<0.1%
1.405524615180158
1
<0.1%
1.3854679539477084
1
<0.1%
1.3291076418472854
1
<0.1%
1.2838490502623665
1
<0.1%
1.276020593868644
1
<0.1%
1.2553171257946667
1
<0.1%
1.2402547300185147
1
<0.1%
1.2248416756537357
1
<0.1%
B_13
MISSING:
57
(1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
B_12
0.90
B_15
0.68
B_14
0.67
S_26
0.58
B_5
0.56
D_73
0.48
S_5
0.40
S_18
0.39
D_110
-0.38
S_13
0.36
B_28
0.34
D_96
0.34
D_92
0.32
D_49
0.31

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
D_63
0.21
B_38
0.20
D_117
0.11
B_30
0.06
target
0.06
D_114
0.05
D_64
0.04
D_68
0.04
D_88
0.03
D_66
0.02
D_126
0.02
D_116
0.00
D_120
0.00
D_87
0.00
MOST FREQUENT VALUES
0.0090964344830292
1
<0.1%
0.0024270812046108
1
<0.1%
0.0072931909757552
1
<0.1%
0.2110770028337918
1
<0.1%
0.0108086601851414
1
<0.1%
0.0058943311188208
1
<0.1%
0.3822718577039458
1
<0.1%
0.0009828313858689
1
<0.1%
0.1126711364986754
1
<0.1%
0.0718328985052193
1
<0.1%
0.1944426397342912
1
<0.1%
0.0011987136186118
1
<0.1%
0.0785626556372567
1
<0.1%
0.0643447886103817
1
<0.1%
0.0363294663544266
1
<0.1%
SMALLEST VALUES
7.492394766536181e-06
1
<0.1%
1.0375322548912269e-05
1
<0.1%
2.75806698174308e-05
1
<0.1%
3.352316795919297e-05
1
<0.1%
3.372133162204083e-05
1
<0.1%
3.66791731865912e-05
1
<0.1%
4.927962699453059e-05
1
<0.1%
6.670335025024676e-05
1
<0.1%
7.162427847906994e-05
1
<0.1%
8.336486359119211e-05
1
<0.1%
9.420685043620148e-05
1
<0.1%
9.817656603151372e-05
1
<0.1%
0.0001191799896843
1
<0.1%
0.0001287007066943
1
<0.1%
0.000134393810415
1
<0.1%
LARGEST VALUES
12.416274334711993
1
<0.1%
9.608146195665178
1
<0.1%
8.423830238121601
1
<0.1%
6.556280153551658
1
<0.1%
5.493254482912214
1
<0.1%
4.617942880875575
1
<0.1%
3.863216952351839
1
<0.1%
3.8181113542275766
1
<0.1%
3.817934077432914
1
<0.1%
3.7738843425369946
1
<0.1%
3.153399290798962
1
<0.1%
3.0469542398781844
1
<0.1%
3.004470756684672
1
<0.1%
3.0006817348495205
1
<0.1%
2.996084647245468
1
<0.1%
R_5
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
R_13
0.78
D_89
0.77
D_84
0.74
R_17
0.71
R_8
0.67
R_4
0.63
D_53
0.57
R_2
0.49
D_81
0.46
R_1
0.44
D_78
0.43
R_6
0.31
R_20
0.31
D_72
0.30

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
target
0.14
B_38
0.11
D_120
0.06
D_117
0.05
B_31
0.05
B_30
0.03
D_68
0.03
D_126
0.02
D_64
0.02
D_66
0.02
D_63
0.01
D_114
0.01
D_88
0.00
D_116
0.00
MOST FREQUENT VALUES
0.0027979336192232
1
<0.1%
0.0069485492283755
1
<0.1%
8.78033237126763e-06
1
<0.1%
0.0012324451482328
1
<0.1%
0.0061815972774828
1
<0.1%
0.0084534090392809
1
<0.1%
0.0020292724427575
1
<0.1%
0.0013968882527786
1
<0.1%
0.0069400509597682
1
<0.1%
0.0072347068274623
1
<0.1%
0.0078136866215524
1
<0.1%
0.0091749335000666
1
<0.1%
0.0029155291107473
1
<0.1%
0.0043490716206407
1
<0.1%
1.0008319621332915
1
<0.1%
SMALLEST VALUES
1.3374956611733605e-06
1
<0.1%
2.4043246622518224e-06
1
<0.1%
2.7167080877466e-06
1
<0.1%
4.668394722663338e-06
1
<0.1%
8.78033237126763e-06
1
<0.1%
9.242452254433207e-06
1
<0.1%
9.596625635699408e-06
1
<0.1%
1.205730097519675e-05
1
<0.1%
1.6478057199299513e-05
1
<0.1%
1.6523119197044966e-05
1
<0.1%
1.78291002658737e-05
1
<0.1%
1.8466128187856203e-05
1
<0.1%
1.903296463596993e-05
1
<0.1%
2.042838808193226e-05
1
<0.1%
2.106522097652164e-05
1
<0.1%
LARGEST VALUES
8.502390479417176
1
<0.1%
7.002966409435001
1
<0.1%
6.503984654278471
1
<0.1%
6.000081564946312
1
<0.1%
4.0061966124981465
1
<0.1%
3.5080747502800578
1
<0.1%
3.5044126526973347
1
<0.1%
3.503280347763413
1
<0.1%
3.0090642984018827
1
<0.1%
3.0070904413842894
1
<0.1%
3.002926279225896
1
<0.1%
2.507764445670945
1
<0.1%
2.507619465763179
1
<0.1%
2.506443268012432
1
<0.1%
2.0098430725653604
1
<0.1%
D_58
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
D_75
0.92
D_74
0.92
B_4
0.74
D_55
0.73
D_44
0.72
B_18
-0.72
D_61
0.70
B_23
0.68
B_7
0.66
D_70
0.65
D_48
0.64
B_28
0.58
P_2
-0.54
B_16
0.51

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
B_38
0.51
target
0.43
B_30
0.38
D_117
0.16
D_64
0.10
D_120
0.10
D_68
0.07
D_63
0.07
D_66
0.05
D_114
0.05
D_88
0.05
D_126
0.04
B_31
0.04
D_87
0.01
MOST FREQUENT VALUES
0.3546643197365021
1
<0.1%
0.0010245006228975
1
<0.1%
0.1051030894593136
1
<0.1%
0.0035409276128455
1
<0.1%
0.0012871486219529
1
<0.1%
0.1447312917180134
1
<0.1%
0.0080412124431295
1
<0.1%
0.4700875485537112
1
<0.1%
0.1291874902655174
1
<0.1%
0.0031852323030281
1
<0.1%
0.0010067839212972
1
<0.1%
0.3419590307400886
1
<0.1%
0.5332081392250887
1
<0.1%
0.4410156692560095
1
<0.1%
0.1413693131640568
1
<0.1%
SMALLEST VALUES
3.166469728976828e-08
1
<0.1%
6.921879379084839e-07
1
<0.1%
1.296031088363625e-06
1
<0.1%
1.558516194671178e-05
1
<0.1%
1.988106500955378e-05
1
<0.1%
2.2224440560637548e-05
1
<0.1%
2.3600140000021864e-05
1
<0.1%
2.9956950111139635e-05
1
<0.1%
3.878319226090832e-05
1
<0.1%
4.254890748287554e-05
1
<0.1%
4.292689351620638e-05
1
<0.1%
4.567407284936209e-05
1
<0.1%
5.267321028211592e-05
1
<0.1%
5.341260525553837e-05
1
<0.1%
5.382577649738263e-05
1
<0.1%
LARGEST VALUES
1.2519412929899525
1
<0.1%
1.2343396128281976
1
<0.1%
1.231139862527746
1
<0.1%
1.223832156637234
1
<0.1%
1.1774984659679164
1
<0.1%
1.1658775035924798
1
<0.1%
1.136527431396385
1
<0.1%
1.135167503555892
1
<0.1%
1.1345648893885694
1
<0.1%
1.125580473710175
1
<0.1%
1.123122093422748
1
<0.1%
1.123087583831597
1
<0.1%
1.1194406597605495
1
<0.1%
1.1156538359131751
1
<0.1%
1.1056009273713934
1
<0.1%
S_9
MISSING:
2,982
(53%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
D_111
0.17
D_73
-0.15
B_39
-0.15
D_136
0.14
D_49
0.14
D_134
-0.11
B_13
0.11
S_18
0.10
D_108
-0.10
D_110
0.09
B_12
0.08
B_14
0.07
B_15
0.07
D_42
0.06

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
B_38
0.14
D_63
0.10
D_88
0.09
D_68
0.04
D_117
0.03
B_30
0.03
D_66
0.03
D_114
0.02
D_126
0.01
D_64
0.01
B_31
0.01
D_120
0.00
D_87
0.00
D_116
0.00
MOST FREQUENT VALUES
0.0135021163592855
1
<0.1%
0.079767721021949
1
<0.1%
0.0227299424984741
1
<0.1%
0.0515153814662181
1
<0.1%
0.0126275838081485
1
<0.1%
0.0059184483466721
1
<0.1%
0.0177049810117881
1
<0.1%
0.0009840254031568
1
<0.1%
0.0360011428107581
1
<0.1%
0.2648549626261304
1
<0.1%
0.0366626323054985
1
<0.1%
0.0118561186211669
1
<0.1%
0.0163944349930741
1
<0.1%
0.0357444581191399
1
<0.1%
0.0095513528926924
1
<0.1%
SMALLEST VALUES
3.401310007946634e-06
1
<0.1%
8.176342016444127e-05
1
<0.1%
0.000217333759871
1
<0.1%
0.0002431404400018
1
<0.1%
0.0003320532579353
1
<0.1%
0.0003928458406181
1
<0.1%
0.000420011148073
1
<0.1%
0.0004730937894069
1
<0.1%
0.0005680164268751
1
<0.1%
0.0005843946626853
1
<0.1%
0.0007086590758648
1
<0.1%
0.0007593368393194
1
<0.1%
0.0007699871476629
1
<0.1%
0.0008201696321813
1
<0.1%
0.0009254815206432
1
<0.1%
LARGEST VALUES
2.560701487963798
1
<0.1%
2.2753236223838
1
<0.1%
2.255559222214285
1
<0.1%
2.199107453892142
1
<0.1%
1.8927606075703167
1
<0.1%
1.892316403946116
1
<0.1%
1.8417439911347868
1
<0.1%
1.841364984627684
1
<0.1%
1.8340376051936529
1
<0.1%
1.6906563412135158
1
<0.1%
1.6218480882678867
1
<0.1%
1.6217502040573843
1
<0.1%
1.5936831012496273
1
<0.1%
1.5731070654617827
1
<0.1%
1.564589789686175
1
<0.1%
B_14
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
B_15
0.84
B_28
0.68
B_12
0.67
B_13
0.67
B_25
0.55
S_5
0.51
B_39
-0.49
S_26
0.46
S_13
0.37
S_18
0.37
B_4
0.33
B_5
0.33
D_110
0.31
B_11
0.31

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
D_63
0.28
B_38
0.26
B_30
0.13
target
0.09
D_117
0.08
D_114
0.06
D_126
0.05
D_68
0.05
D_64
0.05
D_88
0.03
D_120
0.03
B_31
0.02
D_66
0.02
D_87
0.02
MOST FREQUENT VALUES
0.0586492449838534
1
<0.1%
0.0262508802044019
1
<0.1%
0.0326462065205704
1
<0.1%
0.0055427430312374
1
<0.1%
0.0099026878087279
1
<0.1%
0.4668421097054542
1
<0.1%
0.0024667837477279
1
<0.1%
0.2998259888644556
1
<0.1%
0.0439778870333212
1
<0.1%
0.0292693627379073
1
<0.1%
0.0013885301955626
1
<0.1%
0.0903100112295827
1
<0.1%
0.2298595559834431
1
<0.1%
0.0758527521807206
1
<0.1%
0.0225255465389784
1
<0.1%
SMALLEST VALUES
-0.0423592124665634
1
<0.1%
-0.0360673111821257
1
<0.1%
-0.0332383053926514
1
<0.1%
-0.0291880503724967
1
<0.1%
-0.0213367318222996
1
<0.1%
-0.0079885348861174
1
<0.1%
-0.0079778830518889
1
<0.1%
-0.0062062803715404
1
<0.1%
-0.0059279693406301
1
<0.1%
-0.0026408327163467
1
<0.1%
-0.0017567889077627
1
<0.1%
-0.0012418948716768
1
<0.1%
-0.0011711830143998
1
<0.1%
-0.0011364704811574
1
<0.1%
-0.0009665246807137
1
<0.1%
LARGEST VALUES
6.234893736535956
1
<0.1%
4.358223058569566
1
<0.1%
4.190506839254462
1
<0.1%
4.117497552565674
1
<0.1%
3.059298595188081
1
<0.1%
2.621807683765942
1
<0.1%
2.4276336327693167
1
<0.1%
2.4101363751630616
1
<0.1%
2.211492558905345
1
<0.1%
2.144026428383025
1
<0.1%
2.096067439157696
1
<0.1%
2.0908794676413245
1
<0.1%
2.08238510726883
1
<0.1%
1.937720461865991
1
<0.1%
1.922119812460087
1
<0.1%
D_59
MISSING:
110
(2%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
D_111
0.64
B_39
-0.41
D_45
-0.38
D_73
-0.34
B_8
0.32
D_47
-0.25
P_2
-0.24
D_62
-0.21
D_48
0.21
D_77
-0.20
D_61
0.20
D_121
-0.19
D_58
0.19
D_75
0.19

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
D_68
0.19
D_117
0.18
D_63
0.17
D_64
0.16
target
0.16
B_38
0.16
D_120
0.12
B_30
0.10
D_114
0.10
D_126
0.03
D_88
0.02
B_31
0.01
D_87
0.01
D_66
0.01
MOST FREQUENT VALUES
0.1890852120978754
1
<0.1%
0.3402635645219926
1
<0.1%
0.4224924859954749
1
<0.1%
0.4191047903039558
1
<0.1%
0.4173551847371697
1
<0.1%
0.1945464140719883
1
<0.1%
0.4219263921704682
1
<0.1%
0.4883265877151017
1
<0.1%
0.1321773146094234
1
<0.1%
0.3785964555045727
1
<0.1%
0.0032949469017962
1
<0.1%
0.5214887962784014
1
<0.1%
0.299220260350405
1
<0.1%
0.4810514322321091
1
<0.1%
0.5070950230746393
1
<0.1%
SMALLEST VALUES
-0.0813538199073871
1
<0.1%
-0.0767814409863883
1
<0.1%
-0.0602021251183834
1
<0.1%
-0.0539453495086789
1
<0.1%
-0.0415970948367978
1
<0.1%
-0.0402271164919529
1
<0.1%
-0.0376754881157929
1
<0.1%
-0.0194471426171049
1
<0.1%
-0.0175774113757085
1
<0.1%
-0.014485398832968
1
<0.1%
0.0002133777454132
1
<0.1%
0.0003307783123271
1
<0.1%
0.0004016328342427
1
<0.1%
0.000415571422662
1
<0.1%
0.0005871522781845
1
<0.1%
LARGEST VALUES
1.7134182030379947
1
<0.1%
1.4469301709171731
1
<0.1%
1.3221754430515935
1
<0.1%
1.3219946078377014
1
<0.1%
1.3216138451163562
1
<0.1%
1.320830304784026
1
<0.1%
1.3185128825974326
1
<0.1%
1.3184373598411168
1
<0.1%
1.3173130827727917
1
<0.1%
1.3161482087073495
1
<0.1%
1.316064777008454
1
<0.1%
1.3151397061229009
1
<0.1%
1.314888738691412
1
<0.1%
1.3144614609391685
1
<0.1%
1.299624115602731
1
<0.1%
D_60
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
S_13
0.47
D_58
-0.41
S_8
0.41
D_74
-0.36
D_73
0.34
D_75
-0.32
D_55
-0.32
D_92
0.30
S_6
-0.28
B_7
-0.26
B_23
-0.26
B_14
0.26
S_15
-0.25
D_61
-0.25

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
B_38
0.34
D_63
0.16
target
0.09
D_117
0.07
D_126
0.07
D_64
0.06
D_68
0.05
D_66
0.04
D_114
0.03
B_30
0.03
D_88
0.03
D_120
0.01
B_31
0.01
D_116
0.01
MOST FREQUENT VALUES
0.2346789894913603
1
<0.1%
0.3059528920640367
1
<0.1%
0.2039473573561763
1
<0.1%
0.0099162141561393
1
<0.1%
0.0061762326117428
1
<0.1%
0.7833057572779356
1
<0.1%
0.0007985268585925
1
<0.1%
0.420167545914872
1
<0.1%
0.1077466842077388
1
<0.1%
1.0066285763883889
1
<0.1%
1.0021524969251003
1
<0.1%
0.3066929070935267
1
<0.1%
0.3926034733585872
1
<0.1%
0.238378881440069
1
<0.1%
0.2397155714922735
1
<0.1%
SMALLEST VALUES
1.7666589515341612e-06
1
<0.1%
7.920509825564138e-06
1
<0.1%
1.4911100626666674e-05
1
<0.1%
1.899350242827169e-05
1
<0.1%
2.2509753618618066e-05
1
<0.1%
2.53449760838409e-05
1
<0.1%
2.725834055686049e-05
1
<0.1%
4.222008837574065e-05
1
<0.1%
5.3867768765683e-05
1
<0.1%
6.989654054406435e-05
1
<0.1%
7.096252087087419e-05
1
<0.1%
8.357176748651995e-05
1
<0.1%
8.377981239728993e-05
1
<0.1%
8.654421587856232e-05
1
<0.1%
8.967825513778505e-05
1
<0.1%
LARGEST VALUES
1.0099988330576
1
<0.1%
1.0099754102630776
1
<0.1%
1.0099598292267271
1
<0.1%
1.009952360141376
1
<0.1%
1.0099431136717698
1
<0.1%
1.009931410042614
1
<0.1%
1.0099196526827587
1
<0.1%
1.0099195872065447
1
<0.1%
1.0099166178419028
1
<0.1%
1.009878247444473
1
<0.1%
1.0098674449206595
1
<0.1%
1.009861422148434
1
<0.1%
1.0098033670754534
1
<0.1%
1.0097815804329575
1
<0.1%
1.0097714686891082
1
<0.1%
D_61
MISSING:
592
(11%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
D_48
0.85
D_55
0.81
B_18
-0.70
D_58
0.70
P_2
-0.69
B_23
0.62
B_7
0.62
B_4
0.61
D_44
0.60
D_75
0.60
D_74
0.57
B_2
-0.52
B_16
0.50
B_33
-0.49

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
B_38
0.52
target
0.50
B_30
0.38
D_68
0.15
D_120
0.15
D_117
0.14
D_64
0.14
D_114
0.13
D_126
0.05
D_63
0.05
D_66
0.05
B_31
0.04
D_88
0.04
D_87
0.02
MOST FREQUENT VALUES
0.7085947635444891
1
<0.1%
0.8948022130335006
1
<0.1%
0.0018271393342985
1
<0.1%
0.4536109920774033
1
<0.1%
0.8335776346283127
1
<0.1%
0.5369134422294464
1
<0.1%
0.9349839872766056
1
<0.1%
0.0284571780635594
1
<0.1%
0.9307512556735736
1
<0.1%
-0.0008188761468446
1
<0.1%
0.045766712538367
1
<0.1%
0.0893577934448515
1
<0.1%
0.0374119536628621
1
<0.1%
0.3615967545827844
1
<0.1%
0.071697880330522
1
<0.1%
SMALLEST VALUES
-0.0091408189711756
1
<0.1%
-0.0089363535795287
1
<0.1%
-0.008379660914173
1
<0.1%
-0.0078043617722581
1
<0.1%
-0.0075933054407741
1
<0.1%
-0.0073663973060829
1
<0.1%
-0.007302902436065
1
<0.1%
-0.0071796045158281
1
<0.1%
-0.0070469481977129
1
<0.1%
-0.00693848253953
1
<0.1%
-0.0067164291881245
1
<0.1%
-0.0064805722511024
1
<0.1%
-0.006207251896279
1
<0.1%
-0.0061468086185696
1
<0.1%
-0.0058068267520484
1
<0.1%
LARGEST VALUES
3.3056389289702643
1
<0.1%
1.6197436974970687
1
<0.1%
1.4506534261376778
1
<0.1%
1.3702202281864546
1
<0.1%
1.30936755522449
1
<0.1%
1.305866182205063
1
<0.1%
1.3027687391984752
1
<0.1%
1.289305182784493
1
<0.1%
1.2582796712218145
1
<0.1%
1.2467045786633508
1
<0.1%
1.245260635306288
1
<0.1%
1.2375933013931038
1
<0.1%
1.2320606965803211
1
<0.1%
1.185881322840702
1
<0.1%
1.1644026400453251
1
<0.1%
B_15
MISSING:
3
(<1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
B_14
0.84
B_12
0.71
B_13
0.68
B_28
0.54
S_26
0.49
S_5
0.47
D_110
-0.43
B_5
0.35
S_18
0.35
S_13
0.30
D_96
0.28
D_73
0.26
S_11
0.21
D_91
0.20

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
D_63
0.34
B_38
0.15
D_117
0.10
D_68
0.06
D_114
0.05
D_126
0.05
D_88
0.04
D_64
0.04
D_87
0.02
B_30
0.02
target
0.01
B_31
0.01
D_66
0.01
D_116
0.00
MOST FREQUENT VALUES
0.0008014178516762
1
<0.1%
0.0029684332047089
1
<0.1%
0.0072442707562867
1
<0.1%
0.0044442869318948
1
<0.1%
0.5459596702471899
1
<0.1%
0.0096685792031932
1
<0.1%
0.1146181213408957
1
<0.1%
0.0028712276559617
1
<0.1%
0.0071873454560352
1
<0.1%
0.0071841806450936
1
<0.1%
0.0037463980634203
1
<0.1%
0.0021078487313189
1
<0.1%
0.0046713306757213
1
<0.1%
0.0029821682655239
1
<0.1%
0.0014071436593466
1
<0.1%
SMALLEST VALUES
-0.0439385609137171
1
<0.1%
-0.0057801089113679
1
<0.1%
-0.0053845215452381
1
<0.1%
-0.004472637161568
1
<0.1%
-0.0013235224921665
1
<0.1%
-0.0002035752581066
1
<0.1%
2.474385259165768e-07
1
<0.1%
8.515828000547065e-06
1
<0.1%
9.51914678009147e-06
1
<0.1%
1.1211772005895736e-05
1
<0.1%
1.5316881773748125e-05
1
<0.1%
1.6249505951229094e-05
1
<0.1%
1.6299751931847517e-05
1
<0.1%
1.910366779862782e-05
1
<0.1%
2.03575021320912e-05
1
<0.1%
LARGEST VALUES
7.325459226439841
1
<0.1%
4.864006223542075
1
<0.1%
4.296390819778203
1
<0.1%
4.230368181842161
1
<0.1%
2.8659005422540105
1
<0.1%
2.846256763821472
1
<0.1%
2.535622542391238
1
<0.1%
2.363227763579069
1
<0.1%
2.290148073403821
1
<0.1%
2.2833117090243364
1
<0.1%
2.2188073897375205
1
<0.1%
2.147954375319065
1
<0.1%
2.0548019612304267
1
<0.1%
2.037354033088872
1
<0.1%
2.0232829125699374
1
<0.1%
S_11
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
S_13
0.50
D_111
0.38
D_73
0.37
S_8
0.36
D_56
0.33
S_15
-0.31
S_6
-0.25
B_13
0.24
D_127
0.23
B_14
0.22
B_5
0.22
D_96
0.22
D_92
0.21
D_51
0.21

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
D_63
0.28
B_38
0.26
D_117
0.21
target
0.08
D_64
0.08
B_30
0.07
D_66
0.05
D_68
0.05
D_88
0.03
D_120
0.02
B_31
0.02
D_114
0.02
D_87
0.01
D_126
0.01
MOST FREQUENT VALUES
0.2416579830076091
1
<0.1%
0.846588164583915
1
<0.1%
0.245300649194778
1
<0.1%
0.2872046898939889
1
<0.1%
0.2400145437567436
1
<0.1%
1.245528932009479
1
<0.1%
0.2828469970691113
1
<0.1%
0.5687581396104258
1
<0.1%
0.2405356775991921
1
<0.1%
0.3220729570152101
1
<0.1%
0.2853853409170705
1
<0.1%
0.4495173283573916
1
<0.1%
0.2416057120750219
1
<0.1%
0.0486339322956401
1
<0.1%
0.4874981133062274
1
<0.1%
SMALLEST VALUES
-0.1918318475038825
1
<0.1%
-0.1574353695497726
1
<0.1%
-0.1570037841076994
1
<0.1%
-0.1564291242967252
1
<0.1%
-0.1536570722077852
1
<0.1%
-0.1513956957058435
1
<0.1%
-0.1191061423247075
1
<0.1%
-0.0795935209349041
1
<0.1%
-0.0794576898447979
1
<0.1%
-0.0777932167308064
1
<0.1%
-0.0773953374992232
1
<0.1%
-0.0758177523423344
1
<0.1%
-0.0745975277982556
1
<0.1%
-0.073788408767667
1
<0.1%
-0.072942548165101
1
<0.1%
LARGEST VALUES
2.1268281734025445
1
<0.1%
1.7671922987726008
1
<0.1%
1.686489305535555
1
<0.1%
1.6082132105601497
1
<0.1%
1.4883856977810337
1
<0.1%
1.4063393723510702
1
<0.1%
1.4041770378370035
1
<0.1%
1.4037676856132952
1
<0.1%
1.3298634604325137
1
<0.1%
1.2897560437434517
1
<0.1%
1.2866838902134938
1
<0.1%
1.249010016638988
1
<0.1%
1.245528932009479
1
<0.1%
1.2451497072301905
1
<0.1%
1.242160047963233
1
<0.1%
D_62
MISSING:
772
(14%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
D_77
1.00
D_52
0.63
D_48
-0.50
B_18
0.48
P_2
0.48
D_61
-0.46
B_39
0.42
D_58
-0.42
D_55
-0.42
B_7
-0.39
D_75
-0.39
B_2
0.38
B_23
-0.38
B_33
0.37

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
B_38
0.30
target
0.28
D_117
0.22
B_30
0.19
D_114
0.17
D_64
0.17
D_68
0.15
D_126
0.11
D_120
0.10
D_63
0.04
D_66
0.03
B_31
0.03
D_88
0.02
D_87
0.01
MOST FREQUENT VALUES
0.0265174192956296
1
<0.1%
0.0657174338053298
1
<0.1%
0.3807019179238438
1
<0.1%
0.3886160448673562
1
<0.1%
0.0392948277244919
1
<0.1%
0.2107156466104081
1
<0.1%
0.1056437445861379
1
<0.1%
0.3300639500677756
1
<0.1%
0.0732069950830371
1
<0.1%
0.1490625110797495
1
<0.1%
0.0213074584937023
1
<0.1%
0.0322968995757452
1
<0.1%
0.0071143627319133
1
<0.1%
0.0024265779525486
1
<0.1%
0.0472643650156326
1
<0.1%
SMALLEST VALUES
-0.0019028315895996
1
<0.1%
-0.0009533430508896
1
<0.1%
-0.0008558879234572
1
<0.1%
-0.0001767330762285
1
<0.1%
2.2022355967556552e-05
1
<0.1%
0.0001099051693448
1
<0.1%
0.0002437478894867
1
<0.1%
0.0003725396214853
1
<0.1%
0.0004318666261545
1
<0.1%
0.0004594781938913
1
<0.1%
0.0004889341480718
1
<0.1%
0.0008576741403367
1
<0.1%
0.0012199512438789
1
<0.1%
0.0012422654816966
1
<0.1%
0.0014222739136246
1
<0.1%
LARGEST VALUES
4.131326311494098
1
<0.1%
3.2215566290598088
1
<0.1%
2.177416154938939
1
<0.1%
1.7418961607790318
1
<0.1%
1.63394112911005
1
<0.1%
1.6338119807016211
1
<0.1%
1.6287104093750482
1
<0.1%
1.5367162756688597
1
<0.1%
1.5214457066938607
1
<0.1%
1.4450360535208806
1
<0.1%
1.419588025139897
1
<0.1%
1.4170113208541333
1
<0.1%
1.408811190537892
1
<0.1%
1.38030480690556
1
<0.1%
1.3281235702496643
1
<0.1%
D_63
MISSING:
---
TOP CATEGORIES
target
CO
4,175
74%
1,026
25%
CR
972
17%
155
16%
CL
447
8%
124
28%
XZ
25
<1%
4
16%
XL
8
<1%
2
25%
XM
8
<1%
3
38%
ALL
5,635
100%
1,314
23%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
D_63
PROVIDES INFORMATION ON...
D_87
0.18
D_88
0.14
B_38
0.04
D_116
0.03
B_30
0.03
target
0.01
D_126
0.01
D_117
0.01
D_114
0.01
D_120
0.00
D_64
0.00
D_68
0.00
D_66
0.00
B_31
0.00

THESE FEATURES
GIVE INFORMATION
ON D_63:
B_38
0.08
B_30
0.02
D_117
0.02
D_68
0.01
D_126
0.01
D_64
0.00
target
0.00
D_114
0.00
D_120
0.00
D_88
0.00
D_66
0.00
D_87
0.00
D_116
0.00
B_31
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
D_63
CORRELATION RATIO WITH...
D_82
0.94
D_45
0.42
S_13
0.35
B_15
0.34
D_71
0.32
B_9
0.31
S_11
0.28
B_14
0.28
S_8
0.24
B_25
0.24
B_8
0.23
B_28
0.22
S_6
0.21
B_13
0.21
D_64
MISSING:
239
(4%)
TOP CATEGORIES
target
O
3,026
56%
476
16%
U
1,509
28%
494
33%
R
816
15%
236
29%
-1
45
<1%
4
9%
ALL
5,396
100%
1,314
23%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
D_64
PROVIDES INFORMATION ON...
D_114
0.20
D_68
0.15
D_116
0.15
D_87
0.14
D_88
0.09
D_126
0.09
D_117
0.08
target
0.04
B_31
0.02
B_38
0.02
D_120
0.01
D_66
0.01
B_30
0.01
D_63
0.00

THESE FEATURES
GIVE INFORMATION
ON D_64:
D_68
0.19
D_117
0.14
D_114
0.12
D_126
0.05
B_38
0.03
target
0.02
B_30
0.00
D_120
0.00
D_66
0.00
D_63
0.00
D_88
0.00
D_116
0.00
B_31
0.00
D_87
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
D_64
CORRELATION RATIO WITH...
D_122
0.60
D_121
0.43
P_3
0.43
P_4
0.41
D_128
0.39
D_56
0.38
D_115
0.36
D_129
0.35
D_118
0.32
D_119
0.32
D_42
0.29
D_47
0.28
P_2
0.28
D_113
0.25
D_65
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
B_26
0.47
D_41
0.41
D_39
0.31
D_112
-0.30
D_54
-0.28
B_5
0.23
D_42
0.19
B_29
0.19
B_33
-0.16
B_2
-0.16
D_110
0.15
B_18
-0.14
P_2
-0.13
R_2
0.13

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
D_63
0.13
B_38
0.13
target
0.10
B_30
0.07
B_31
0.04
D_68
0.04
D_117
0.04
D_116
0.03
D_88
0.03
D_120
0.03
D_64
0.02
D_66
0.02
D_126
0.01
D_114
0.00
MOST FREQUENT VALUES
0.0042574621126114
1
<0.1%
0.0020749320791439
1
<0.1%
0.0070791549477543
1
<0.1%
0.004720937242749
1
<0.1%
0.0081336165710903
1
<0.1%
0.0003206995580662
1
<0.1%
0.0068090663343625
1
<0.1%
0.0065875976343364
1
<0.1%
0.0061596491280488
1
<0.1%
0.0099682918485134
1
<0.1%
0.0015423155916905
1
<0.1%
0.005103992258618
1
<0.1%
0.0040240823142821
1
<0.1%
0.0052077449654513
1
<0.1%
0.0048371508747228
1
<0.1%
SMALLEST VALUES
2.9266813412687223e-06
1
<0.1%
8.824785560435089e-06
1
<0.1%
1.3274482506230312e-05
1
<0.1%
1.3372651879169917e-05
1
<0.1%
1.4878667888181818e-05
1
<0.1%
1.9556986333114647e-05
1
<0.1%
2.042760190297809e-05
1
<0.1%
2.067569282177661e-05
1
<0.1%
2.3711990929382587e-05
1
<0.1%
2.5255463345212893e-05
1
<0.1%
2.815841513890916e-05
1
<0.1%
3.118267979897671e-05
1
<0.1%
3.3819081628055914e-05
1
<0.1%
3.789083699224816e-05
1
<0.1%
3.910704721069469e-05
1
<0.1%
LARGEST VALUES
7.456260860657282
1
<0.1%
6.90076235475441
1
<0.1%
4.585587563101182
1
<0.1%
3.449102204323586
1
<0.1%
3.4041571169157363
1
<0.1%
3.113309677608321
1
<0.1%
2.790082828371403
1
<0.1%
2.691651917633701
1
<0.1%
2.635802800424801
1
<0.1%
2.6098568100083943
1
<0.1%
2.526582200030354
1
<0.1%
2.507337069882421
1
<0.1%
2.403589364526491
1
<0.1%
2.399474533112494
1
<0.1%
2.378278663529225
1
<0.1%
B_16
MISSING:
1
(<1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
B_20
0.89
B_33
-0.78
B_2
-0.78
B_18
-0.77
B_3
0.73
B_19
0.64
B_37
0.59
B_1
0.59
B_22
0.59
D_55
0.58
B_9
0.57
B_11
0.57
D_75
0.55
B_23
0.54

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
B_38
0.85
B_30
0.53
target
0.40
D_63
0.18
D_117
0.18
D_64
0.16
D_68
0.15
D_114
0.07
D_120
0.06
D_88
0.04
B_31
0.04
D_126
0.03
D_87
0.02
D_116
0.02
MOST FREQUENT VALUES
1.003663399194766
1
<0.1%
0.0895304175157128
1
<0.1%
0.0067362658816313
1
<0.1%
0.085207744141527
1
<0.1%
0.0059677106076559
1
<0.1%
0.0023575003692166
1
<0.1%
0.0065261490143028
1
<0.1%
1.007995595512358
1
<0.1%
0.2581778619653959
1
<0.1%
0.0911543362703327
1
<0.1%
0.0094244702971793
1
<0.1%
0.091417885216328
1
<0.1%
0.8334460548719822
1
<0.1%
0.2550948338823339
1
<0.1%
0.3432914072275334
1
<0.1%
SMALLEST VALUES
1.3607803160722298e-05
1
<0.1%
1.5496303033420977e-05
1
<0.1%
1.946692381365467e-05
1
<0.1%
1.966024552023216e-05
1
<0.1%
2.35397503741952e-05
1
<0.1%
2.50945235233202e-05
1
<0.1%
3.28209458663653e-05
1
<0.1%
3.70209603701499e-05
1
<0.1%
4.558905720402961e-05
1
<0.1%
5.225799759169148e-05
1
<0.1%
5.266188002037708e-05
1
<0.1%
5.511140951737215e-05
1
<0.1%
6.363641118997676e-05
1
<0.1%
6.529649189811582e-05
1
<0.1%
7.033782100608788e-05
1
<0.1%
LARGEST VALUES
1.009999477638834
1
<0.1%
1.0099828927438483
1
<0.1%
1.009975967404334
1
<0.1%
1.0099691345706403
1
<0.1%
1.009945854884202
1
<0.1%
1.0099455157388446
1
<0.1%
1.0099190505863334
1
<0.1%
1.0098697680323492
1
<0.1%
1.009868418696868
1
<0.1%
1.0098481603270324
1
<0.1%
1.0098446278341655
1
<0.1%
1.0098205672441996
1
<0.1%
1.009802854945813
1
<0.1%
1.0097995701809048
1
<0.1%
1.0097989885838805
1
<0.1%
B_17
MISSING:
3,328
(59%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
B_39
-0.74
B_33
-0.68
B_2
-0.66
B_18
-0.66
D_73
-0.63
B_42
-0.55
B_20
0.52
B_3
0.46
B_16
0.42
B_9
0.40
B_22
0.39
B_1
0.38
D_48
0.38
B_37
0.38

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
B_38
0.72
B_30
0.50
target
0.38
D_63
0.15
D_117
0.14
D_68
0.11
D_64
0.11
D_120
0.07
D_114
0.06
B_31
0.04
D_88
0.04
D_126
0.04
D_116
0.03
D_87
0.02
MOST FREQUENT VALUES
1.0041987155411272
1
<0.1%
0.9200804987681904
1
<0.1%
0.9781527157305347
1
<0.1%
1.0017301979155715
1
<0.1%
0.8564917937057854
1
<0.1%
1.0001925626118793
1
<0.1%
0.0092357116308864
1
<0.1%
1.009087900026135
1
<0.1%
0.4587236138246579
1
<0.1%
0.0036733997872223
1
<0.1%
1.000456806667391
1
<0.1%
0.9965723206305632
1
<0.1%
1.0024728951749766
1
<0.1%
1.0054767495453625
1
<0.1%
0.0036707402242013
1
<0.1%
SMALLEST VALUES
2.439353453481785e-05
1
<0.1%
0.000113606606791
1
<0.1%
0.0001175353547311
1
<0.1%
0.0001280695507363
1
<0.1%
0.0001825969340248
1
<0.1%
0.0001903656604229
1
<0.1%
0.000201958461907
1
<0.1%
0.0002166624760132
1
<0.1%
0.0002414527488022
1
<0.1%
0.0002547082033627
1
<0.1%
0.000263975756267
1
<0.1%
0.0002641880382475
1
<0.1%
0.0003024646280512
1
<0.1%
0.0003743079002871
1
<0.1%
0.0003745539437746
1
<0.1%
LARGEST VALUES
1.0099908598227818
1
<0.1%
1.0099899372485983
1
<0.1%
1.009988337939922
1
<0.1%
1.0099864931277132
1
<0.1%
1.0099828190493774
1
<0.1%
1.0099560376448666
1
<0.1%
1.0099539691655282
1
<0.1%
1.009910018134587
1
<0.1%
1.0099081214123615
1
<0.1%
1.009897733288106
1
<0.1%
1.009873138619296
1
<0.1%
1.0098722153484077
1
<0.1%
1.009822191003819
1
<0.1%
1.009817913232834
1
<0.1%
1.0098143304702798
1
<0.1%
B_18
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
B_33
0.85
B_2
0.84
B_16
-0.77
B_20
-0.74
D_58
-0.72
D_55
-0.71
D_61
-0.70
D_75
-0.70
D_48
-0.68
B_17
-0.66
B_4
-0.66
B_23
-0.66
B_7
-0.66
B_3
-0.65

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
B_38
0.79
B_30
0.51
target
0.47
D_117
0.15
D_120
0.13
D_64
0.12
D_63
0.11
D_68
0.11
D_114
0.07
D_88
0.04
B_31
0.04
D_66
0.04
D_87
0.02
D_116
0.01
MOST FREQUENT VALUES
0.152676439015323
1
<0.1%
1.0091756698431378
1
<0.1%
0.6528567581778142
1
<0.1%
1.0031823785455325
1
<0.1%
1.0079746417012103
1
<0.1%
0.2093746638384196
1
<0.1%
1.005814218297073
1
<0.1%
0.0989212137583838
1
<0.1%
0.5260311198410317
1
<0.1%
1.0032996819737794
1
<0.1%
1.007529093153336
1
<0.1%
0.1524859929203796
1
<0.1%
0.1514456974185478
1
<0.1%
0.155137943268229
1
<0.1%
0.2415409329330319
1
<0.1%
SMALLEST VALUES
0.0001655224694871
1
<0.1%
0.0001964276864826
1
<0.1%
0.0004058352948608
1
<0.1%
0.0004645804893056
1
<0.1%
0.000465808287842
1
<0.1%
0.0005461135168225
1
<0.1%
0.0005594896820742
1
<0.1%
0.000590570336956
1
<0.1%
0.0006008824872854
1
<0.1%
0.0006242679740375
1
<0.1%
0.0006647072395156
1
<0.1%
0.0007171233477547
1
<0.1%
0.0007462196784202
1
<0.1%
0.0007895274816527
1
<0.1%
0.0008342230838416
1
<0.1%
LARGEST VALUES
1.0099953812631906
1
<0.1%
1.0099932209834754
1
<0.1%
1.0099881007717253
1
<0.1%
1.0099867779355447
1
<0.1%
1.0099729274367466
1
<0.1%
1.0099599727942004
1
<0.1%
1.0099598728999384
1
<0.1%
1.0099539763999703
1
<0.1%
1.0099485605278635
1
<0.1%
1.0099423642119554
1
<0.1%
1.0099357791246135
1
<0.1%
1.009930432129088
1
<0.1%
1.0099301558864957
1
<0.1%
1.0099299206705794
1
<0.1%
1.0099298608396965
1
<0.1%
B_19
MISSING:
1
(<1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
B_3
0.78
B_37
0.72
B_1
0.72
B_11
0.70
B_22
0.66
B_20
0.64
B_16
0.64
B_2
-0.62
B_7
0.60
B_23
0.60
B_39
0.57
B_18
-0.55
B_33
-0.53
B_9
0.51

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
B_30
0.79
B_38
0.76
target
0.40
D_63
0.18
D_117
0.13
D_68
0.11
D_64
0.10
D_114
0.09
D_120
0.07
B_31
0.06
D_88
0.04
D_126
0.04
D_87
0.03
D_116
0.02
MOST FREQUENT VALUES
1.0020925318788998
1
<0.1%
0.0010471822115176
1
<0.1%
0.0011851438204938
1
<0.1%
0.004593037309879
1
<0.1%
0.0052607744720848
1
<0.1%
0.0013995738851459
1
<0.1%
0.0044281974304553
1
<0.1%
0.007842941359189
1
<0.1%
1.8842052138718924e-05
1
<0.1%
0.0096791173247094
1
<0.1%
0.0034874372375579
1
<0.1%
0.0059094223633615
1
<0.1%
0.6317382066031936
1
<0.1%
0.1278253707251498
1
<0.1%
0.0040580296689151
1
<0.1%
SMALLEST VALUES
3.055523271576765e-06
1
<0.1%
5.953581043658396e-06
1
<0.1%
6.148807594387184e-06
1
<0.1%
8.417564907976516e-06
1
<0.1%
1.0804866207697606e-05
1
<0.1%
1.1958054686104223e-05
1
<0.1%
1.2139612037386228e-05
1
<0.1%
1.4454143826228006e-05
1
<0.1%
1.5700378254931424e-05
1
<0.1%
1.7086525556225806e-05
1
<0.1%
1.7889646198854247e-05
1
<0.1%
1.8842052138718924e-05
1
<0.1%
3.531493420295351e-05
1
<0.1%
4.158746490449672e-05
1
<0.1%
4.248340878474699e-05
1
<0.1%
LARGEST VALUES
1.0098770447055183
1
<0.1%
1.00962192762684
1
<0.1%
1.00958462899519
1
<0.1%
1.009550499356186
1
<0.1%
1.0095191666421732
1
<0.1%
1.0094776428378065
1
<0.1%
1.0094363504328514
1
<0.1%
1.009408385943527
1
<0.1%
1.0093899457603923
1
<0.1%
1.0093187675491684
1
<0.1%
1.0093167024791292
1
<0.1%
1.0093131558163029
1
<0.1%
1.009218582394414
1
<0.1%
1.0091760081567314
1
<0.1%
1.0090527673037637
1
<0.1%
D_66
MISSING:
5,044
(90%)
TOP CATEGORIES
target
1.0
584
99%
91
16%
0.0
7
1%
4
57%
ALL
591
100%
1,314
23%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
D_66
PROVIDES INFORMATION ON...
D_88
0.06
D_116
0.01
D_87
0.01
B_31
0.01
D_68
0.01
target
0.00
D_126
0.00
D_64
0.00
D_117
0.00
B_38
0.00
D_63
0.00
B_30
0.00
D_114
0.00
D_120
0.00

THESE FEATURES
GIVE INFORMATION
ON D_66:
D_68
0.04
D_64
0.01
D_117
0.01
D_126
0.01
B_38
0.01
target
0.01
D_63
0.00
D_88
0.00
B_31
0.00
B_30
0.00
D_116
0.00
D_114
0.00
D_87
0.00
D_120
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
D_66
CORRELATION RATIO WITH...
D_141
0.19
D_142
0.19
D_139
0.19
D_143
0.19
D_144
0.14
D_145
0.13
D_115
0.13
D_119
0.12
D_118
0.12
D_113
0.12
D_121
0.11
D_47
0.09
S_8
0.07
D_45
0.07
B_20
MISSING:
1
(<1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
B_16
0.89
B_2
-0.79
B_3
0.77
B_33
-0.76
B_18
-0.74
B_22
0.64
B_19
0.64
B_37
0.64
B_1
0.63
B_11
0.61
B_23
0.58
B_7
0.58
B_9
0.57
D_55
0.56

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
B_38
0.73
B_30
0.58
target
0.38
D_63
0.15
D_117
0.15
D_64
0.12
D_68
0.10
D_114
0.06
D_88
0.05
D_120
0.05
B_31
0.04
D_126
0.03
D_87
0.03
D_66
0.02
MOST FREQUENT VALUES
1.0037694109239488
1
<0.1%
0.0033094497215603
1
<0.1%
0.008715348293324
1
<0.1%
0.0002976546191519
1
<0.1%
0.0097799204326741
1
<0.1%
0.0014348239297528
1
<0.1%
0.0032150665688313
1
<0.1%
1.0073186268065626
1
<0.1%
0.0098150974093215
1
<0.1%
0.0082785648106723
1
<0.1%
0.0062159067800414
1
<0.1%
0.0618041523233508
1
<0.1%
0.3026311006690922
1
<0.1%
0.1812420780865093
1
<0.1%
0.2358261379085256
1
<0.1%
SMALLEST VALUES
2.1789215587619816e-06
1
<0.1%
3.860099086282487e-06
1
<0.1%
3.894568195802473e-06
1
<0.1%
5.588029273283501e-06
1
<0.1%
6.8954321087522085e-06
1
<0.1%
7.775522522923683e-06
1
<0.1%
1.4645488904508898e-05
1
<0.1%
1.4767402730654356e-05
1
<0.1%
1.5386378000447066e-05
1
<0.1%
1.7044917987454333e-05
1
<0.1%
1.997737512940967e-05
1
<0.1%
2.0156944245302013e-05
1
<0.1%
2.2224902852693296e-05
1
<0.1%
2.2255335574402623e-05
1
<0.1%
2.2567837098053105e-05
1
<0.1%
LARGEST VALUES
1.0099888094617335
1
<0.1%
1.0099867055481682
1
<0.1%
1.0099817601038057
1
<0.1%
1.0099763233577648
1
<0.1%
1.0099762897479012
1
<0.1%
1.0099734172376853
1
<0.1%
1.0099725528863606
1
<0.1%
1.0099529619856218
1
<0.1%
1.0099495541460148
1
<0.1%
1.009933868301284
1
<0.1%
1.009928872128377
1
<0.1%
1.0099287624702549
1
<0.1%
1.0099239961702942
1
<0.1%
1.009916577044664
1
<0.1%
1.0099064635313597
1
<0.1%
D_68
MISSING:
235
(4%)
TOP CATEGORIES
target
6.0
2,878
53%
474
16%
5.0
1,187
22%
255
21%
4.0
477
9%
168
35%
3.0
467
9%
180
39%
2.0
247
5%
91
37%
1.0
125
2%
46
37%
0.0
19
<1%
0
0%
ALL
5,400
100%
1,314
23%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
D_68
PROVIDES INFORMATION ON...
D_116
0.27
D_88
0.20
D_64
0.19
D_87
0.16
D_126
0.14
D_114
0.09
D_117
0.07
target
0.04
D_66
0.04
D_120
0.03
B_31
0.03
B_38
0.02
B_30
0.01
D_63
0.01

THESE FEATURES
GIVE INFORMATION
ON D_68:
D_64
0.15
D_117
0.09
D_126
0.06
D_114
0.04
B_38
0.02
target
0.01
D_66
0.01
D_120
0.01
B_30
0.00
D_63
0.00
D_88
0.00
D_116
0.00
B_31
0.00
D_87
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
D_68
CORRELATION RATIO WITH...
D_115
0.76
D_113
0.68
D_118
0.64
D_119
0.64
D_121
0.61
D_122
0.54
D_47
0.44
P_4
0.43
P_3
0.42
D_125
0.42
B_8
0.35
D_45
0.33
D_42
0.31
D_123
0.30
S_12
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
D_73
0.37
D_111
0.34
D_108
0.26
S_13
0.22
S_8
0.15
D_60
0.11
B_14
0.10
D_134
-0.10
S_5
0.10
D_138
0.10
D_49
0.10
B_13
0.09
S_11
0.09
S_6
-0.09

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
B_38
0.10
D_63
0.06
D_68
0.06
D_126
0.04
B_30
0.03
D_117
0.03
D_114
0.03
D_88
0.02
D_64
0.02
D_116
0.02
target
0.02
D_120
0.01
B_31
0.01
D_66
0.00
MOST FREQUENT VALUES
0.1925258625393651
1
<0.1%
0.1915936449666148
1
<0.1%
0.2300025698533424
1
<0.1%
0.185781931972162
1
<0.1%
0.1935727378140705
1
<0.1%
0.2109553287335133
1
<0.1%
0.187814770463766
1
<0.1%
0.1297805094205484
1
<0.1%
0.3505924963109483
1
<0.1%
0.2804693657018506
1
<0.1%
0.1930973173129236
1
<0.1%
0.1686357722115034
1
<0.1%
0.1931619888233383
1
<0.1%
0.1915522240816888
1
<0.1%
0.1860729940302232
1
<0.1%
SMALLEST VALUES
-0.3652682792173954
1
<0.1%
-0.3093532515446126
1
<0.1%
-0.3090679119237739
1
<0.1%
-0.3033240248988288
1
<0.1%
-0.2924177596094826
1
<0.1%
-0.2680222354012938
1
<0.1%
-0.2487282428505952
1
<0.1%
-0.2441551800711531
1
<0.1%
-0.2415666132926478
1
<0.1%
-0.236190865718394
1
<0.1%
-0.2214677921772473
1
<0.1%
-0.2033473217766963
1
<0.1%
-0.1911801064847249
1
<0.1%
-0.1836696172038619
1
<0.1%
-0.1830202593667653
1
<0.1%
LARGEST VALUES
9.613461508482684
1
<0.1%
5.038646061765574
1
<0.1%
4.055759300506025
1
<0.1%
3.90460104945849
1
<0.1%
3.409750536626734
1
<0.1%
3.2454079785521417
1
<0.1%
3.145815782713361
1
<0.1%
2.839929243414693
1
<0.1%
2.674884290652897
1
<0.1%
2.391850216349758
1
<0.1%
2.361672371955489
1
<0.1%
2.1613255695706446
1
<0.1%
2.133361888370041
1
<0.1%
2.1044289701844137
1
<0.1%
1.963861038915412
1
<0.1%
R_6
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
R_7
0.52
R_14
0.51
D_110
0.44
R_4
0.44
R_2
0.41
D_53
0.41
R_1
0.35
D_84
0.31
D_111
-0.31
R_5
0.31
R_20
0.29
R_24
0.28
D_72
0.25
R_17
0.23

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
B_38
0.14
target
0.11
B_30
0.08
D_64
0.03
D_68
0.03
D_126
0.03
D_117
0.02
D_114
0.02
D_66
0.02
D_63
0.01
B_31
0.01
D_120
0.01
D_88
0.00
D_116
0.00
MOST FREQUENT VALUES
2.613518324646291e-05
1
<0.1%
0.0051379281930731
1
<0.1%
0.0019140465866993
1
<0.1%
0.0093029208424017
1
<0.1%
0.0057014016330764
1
<0.1%
0.0059628741915403
1
<0.1%
0.0018389427605733
1
<0.1%
0.0003208987419647
1
<0.1%
0.0097571154228643
1
<0.1%
0.0088782764030343
1
<0.1%
0.0083357077161206
1
<0.1%
0.0081355219078774
1
<0.1%
0.0089155987957828
1
<0.1%
0.0068171327169054
1
<0.1%
0.916555243786712
1
<0.1%
SMALLEST VALUES
1.7675972129316265e-08
1
<0.1%
2.6717920510910264e-06
1
<0.1%
1.366809746212616e-05
1
<0.1%
1.3725050292253682e-05
1
<0.1%
1.5271519166436543e-05
1
<0.1%
1.6268834280480648e-05
1
<0.1%
2.413502292163305e-05
1
<0.1%
2.613518324646291e-05
1
<0.1%
3.2986130221300816e-05
1
<0.1%
3.319057263936109e-05
1
<0.1%
3.766266471190161e-05
1
<0.1%
4.127094807956033e-05
1
<0.1%
4.248307041789912e-05
1
<0.1%
4.562541552769584e-05
1
<0.1%
5.09719577359824e-05
1
<0.1%
LARGEST VALUES
14.447246902896149
1
<0.1%
14.446677053806068
1
<0.1%
14.446626056540154
1
<0.1%
14.44422102674324
1
<0.1%
14.44240559955816
1
<0.1%
14.439997993052204
1
<0.1%
14.439868315729347
1
<0.1%
14.438887039858344
1
<0.1%
14.438785044485842
1
<0.1%
12.263571251251276
1
<0.1%
10.567441983723963
1
<0.1%
8.917430500723645
1
<0.1%
7.717511824526325
1
<0.1%
7.377283960932614
1
<0.1%
6.9507969151650135
1
<0.1%
S_13
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
S_8
0.70
S_11
0.50
D_60
0.47
D_92
0.41
S_15
-0.40
S_6
-0.40
B_14
0.37
B_13
0.36
D_51
0.34
B_5
0.33
B_12
0.31
B_15
0.30
S_27
0.30
D_110
-0.30

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
B_38
0.48
D_63
0.35
D_117
0.19
B_30
0.18
target
0.10
D_66
0.05
D_64
0.04
D_68
0.04
D_114
0.04
D_88
0.04
D_126
0.02
D_120
0.02
D_116
0.02
B_31
0.01
MOST FREQUENT VALUES
0.0042418241358049
1
<0.1%
0.5621920770427331
1
<0.1%
0.4243212842634301
1
<0.1%
0.000252484736705
1
<0.1%
0.0077936159405331
1
<0.1%
1.0005017823547626
1
<0.1%
0.002675892810931
1
<0.1%
0.8530352911534591
1
<0.1%
0.4260191304437349
1
<0.1%
0.4239558318634992
1
<0.1%
0.0008009511030092
1
<0.1%
0.427508611474427
1
<0.1%
0.4295232345917078
1
<0.1%
0.0019525714879639
1
<0.1%
0.0013726456056971
1
<0.1%
SMALLEST VALUES
6.807830048138897e-07
1
<0.1%
4.690499695481076e-06
1
<0.1%
1.0012434544648396e-05
1
<0.1%
1.188576583003087e-05
1
<0.1%
1.633683319086865e-05
1
<0.1%
2.0031058029126302e-05
1
<0.1%
2.0671402817823425e-05
1
<0.1%
2.34184488719702e-05
1
<0.1%
2.4211304226492423e-05
1
<0.1%
2.6548936521560986e-05
1
<0.1%
2.725166449860317e-05
1
<0.1%
2.8086671919020923e-05
1
<0.1%
2.9624445890782392e-05
1
<0.1%
4.408466823139334e-05
1
<0.1%
5.502447788962695e-05
1
<0.1%
LARGEST VALUES
1.00998808321146
1
<0.1%
1.0099673986260451
1
<0.1%
1.0099334494787968
1
<0.1%
1.009912088148749
1
<0.1%
1.0098919305945713
1
<0.1%
1.0098289528639492
1
<0.1%
1.0097659647156436
1
<0.1%
1.009702024042368
1
<0.1%
1.0096850627780658
1
<0.1%
1.0096713825321977
1
<0.1%
1.009618732863356
1
<0.1%
1.0095892991215738
1
<0.1%
1.0095887282673095
1
<0.1%
1.0095522531425345
1
<0.1%
1.009551418407036
1
<0.1%
B_21
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
D_108
0.98
S_16
0.81
R_21
0.55
S_20
0.48
D_138
0.25
B_39
-0.23
R_1
0.23
S_3
0.17
D_111
-0.16
D_110
-0.15
D_136
-0.15
S_7
0.13
B_2
-0.09
D_82
-0.08

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
target
0.09
B_38
0.09
B_30
0.07
D_68
0.05
D_64
0.04
D_63
0.03
D_117
0.03
D_114
0.03
D_66
0.02
D_126
0.02
D_120
0.00
B_31
0.00
D_88
0.00
D_116
0.00
MOST FREQUENT VALUES
0.0058400288441989
1
<0.1%
0.0079449272145013
1
<0.1%
0.0085443465328444
1
<0.1%
0.0055258927631227
1
<0.1%
0.0025157134694253
1
<0.1%
0.0042058011290781
1
<0.1%
3.43393741084852e-05
1
<0.1%
0.0092594786112238
1
<0.1%
0.0043929676877099
1
<0.1%
0.0017058734495219
1
<0.1%
0.0086252088349162
1
<0.1%
0.0074925938843401
1
<0.1%
0.0029485126171504
1
<0.1%
0.7053221189582023
1
<0.1%
0.0020100978885536
1
<0.1%
SMALLEST VALUES
1.2360078871964664e-06
1
<0.1%
5.839625336749865e-06
1
<0.1%
7.355396338846188e-06
1
<0.1%
7.590254230174231e-06
1
<0.1%
9.633048751649387e-06
1
<0.1%
9.990827240309308e-06
1
<0.1%
1.2101741841320512e-05
1
<0.1%
1.2303945103270264e-05
1
<0.1%
1.479077567700271e-05
1
<0.1%
1.6173071765396285e-05
1
<0.1%
2.0039972383387727e-05
1
<0.1%
2.2273496755518263e-05
1
<0.1%
2.353137203964684e-05
1
<0.1%
3.2450795233756046e-05
1
<0.1%
3.43393741084852e-05
1
<0.1%
LARGEST VALUES
26.268021745673057
1
<0.1%
11.458115629341492
1
<0.1%
8.739932854636757
1
<0.1%
7.950177655270522
1
<0.1%
7.888317523737967
1
<0.1%
7.873409122150481
1
<0.1%
7.810380459283471
1
<0.1%
6.908033945043511
1
<0.1%
6.725634825798969
1
<0.1%
5.697425229826223
1
<0.1%
5.40143291138978
1
<0.1%
4.825756088736693
1
<0.1%
4.110938149196982
1
<0.1%
3.963626462693534
1
<0.1%
3.954158904836025
1
<0.1%
D_69
MISSING:
211
(4%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
B_42
0.31
D_83
0.25
D_110
0.15
D_42
0.13
D_73
-0.13
D_111
0.10
R_21
0.09
R_12
-0.08
R_9
0.07
R_4
0.07
S_16
0.07
R_7
0.07
R_1
0.07
D_134
-0.06

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
D_63
0.07
D_117
0.05
B_38
0.04
B_30
0.04
D_68
0.03
D_126
0.03
target
0.02
D_114
0.01
D_64
0.01
D_120
0.01
D_66
0.01
B_31
0.00
D_116
0.00
D_88
0.00
MOST FREQUENT VALUES
0.0085829516299151
1
<0.1%
0.0051663514304794
1
<0.1%
0.0002381572153474
1
<0.1%
0.0082718833351081
1
<0.1%
0.0048697017972772
1
<0.1%
0.001348144069869
1
<0.1%
0.0062185843453609
1
<0.1%
0.008022624900783
1
<0.1%
0.0049704189383231
1
<0.1%
0.0091802996604434
1
<0.1%
0.0847772963929436
1
<0.1%
0.0047795366939629
1
<0.1%
0.0043842575337336
1
<0.1%
0.0060512864209213
1
<0.1%
0.0096148653775595
1
<0.1%
SMALLEST VALUES
5.136191348440455e-06
1
<0.1%
7.448646034720064e-06
1
<0.1%
7.518069477071565e-06
1
<0.1%
7.749637697387346e-06
1
<0.1%
8.746290223409226e-06
1
<0.1%
8.822599401735465e-06
1
<0.1%
1.0444503628715964e-05
1
<0.1%
1.18643704423127e-05
1
<0.1%
1.3011239402391794e-05
1
<0.1%
1.4541177113972514e-05
1
<0.1%
1.6444992850692676e-05
1
<0.1%
1.8877679017383908e-05
1
<0.1%
1.8927828301499303e-05
1
<0.1%
2.022998851501812e-05
1
<0.1%
2.5073483562545463e-05
1
<0.1%
LARGEST VALUES
84.68270810260593
1
<0.1%
64.90172965485284
1
<0.1%
33.475000742538334
1
<0.1%
31.39896574300227
1
<0.1%
27.16598205777803
1
<0.1%
21.442672056750418
1
<0.1%
19.56967312875287
1
<0.1%
19.09253152596455
1
<0.1%
17.0368408941148
1
<0.1%
14.53289215243265
1
<0.1%
14.39546923459623
1
<0.1%
13.570867254379047
1
<0.1%
12.51140113083562
1
<0.1%
11.66197725347484
1
<0.1%
10.50836691044027
1
<0.1%
B_22
MISSING:
1
(<1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
B_3
0.75
B_19
0.66
B_20
0.64
B_2
-0.64
B_37
0.63
B_1
0.63
B_11
0.62
B_16
0.59
B_18
-0.57
B_33
-0.56
B_23
0.50
B_7
0.49
B_4
0.49
B_9
0.47

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
B_30
0.80
B_38
0.57
target
0.35
D_63
0.15
D_117
0.11
D_64
0.09
D_68
0.09
D_114
0.07
B_31
0.06
D_120
0.06
D_88
0.03
D_87
0.03
D_126
0.02
D_116
0.01
MOST FREQUENT VALUES
0.5065053740911102
1
<0.1%
0.0065536282286046
1
<0.1%
0.0041053164080072
1
<0.1%
0.007123848952638
1
<0.1%
0.0026662408283778
1
<0.1%
0.0049616506454262
1
<0.1%
0.0064683167373072
1
<0.1%
0.0099611017693912
1
<0.1%
0.0071658726084589
1
<0.1%
0.0063167682459919
1
<0.1%
0.0013767322986275
1
<0.1%
0.0039751329663206
1
<0.1%
0.5017645715210126
1
<0.1%
0.5072275968382025
1
<0.1%
0.0053188117559
1
<0.1%
SMALLEST VALUES
4.849125274611898e-06
1
<0.1%
7.20429731628558e-06
1
<0.1%
8.346474640866798e-06
1
<0.1%
1.0944695868617685e-05
1
<0.1%
1.098833236414354e-05
1
<0.1%
1.6616132744744496e-05
1
<0.1%
2.412610755020528e-05
1
<0.1%
2.5734105352399616e-05
1
<0.1%
3.236853266777251e-05
1
<0.1%
3.435734719687389e-05
1
<0.1%
3.5484715650689894e-05
1
<0.1%
3.880191052189175e-05
1
<0.1%
4.054751845982141e-05
1
<0.1%
4.159765928325565e-05
1
<0.1%
4.361526907484925e-05
1
<0.1%
LARGEST VALUES
1.508822484050789
1
<0.1%
1.5084126821676165
1
<0.1%
1.5081306562727892
1
<0.1%
1.506531697645802
1
<0.1%
1.5058522276086086
1
<0.1%
1.505496966419867
1
<0.1%
1.5031432545416137
1
<0.1%
1.5024189784509954
1
<0.1%
1.501258659296008
1
<0.1%
1.5006267711796513
1
<0.1%
1.5005618307837765
1
<0.1%
1.0098178942171163
1
<0.1%
1.0095392972317785
1
<0.1%
1.0095212534809033
1
<0.1%
1.0094338438493982
1
<0.1%
D_70
MISSING:
95
(2%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
D_74
0.66
D_58
0.65
D_75
0.65
D_44
0.47
B_4
0.42
B_18
-0.41
D_61
0.37
D_55
0.37
D_48
0.33
B_23
0.32
P_2
-0.31
B_7
0.31
B_28
0.31
B_2
-0.28

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
B_38
0.30
target
0.27
B_30
0.24
D_117
0.12
D_64
0.09
D_68
0.09
D_120
0.06
D_63
0.05
D_66
0.03
D_88
0.03
D_114
0.03
B_31
0.02
D_126
0.02
D_87
0.01
MOST FREQUENT VALUES
0.0027140228833936
1
<0.1%
0.0033444635663545
1
<0.1%
0.0056835075023708
1
<0.1%
0.0012947804435647
1
<0.1%
0.2510944574301594
1
<0.1%
0.005305807888374
1
<0.1%
0.5073510941294336
1
<0.1%
0.0032564667783401
1
<0.1%
0.002740759479812
1
<0.1%
0.0091661420435587
1
<0.1%
0.0040518455382842
1
<0.1%
0.2543662240990664
1
<0.1%
0.0033770542850038
1
<0.1%
0.0084555219655603
1
<0.1%
0.0041193295997475
1
<0.1%
SMALLEST VALUES
2.701414366511612e-06
1
<0.1%
3.873240246748954e-06
1
<0.1%
5.470107468088514e-06
1
<0.1%
1.3879001717129748e-05
1
<0.1%
1.6158223170963382e-05
1
<0.1%
1.6794626355001176e-05
1
<0.1%
2.0198445066023087e-05
1
<0.1%
2.163626030320498e-05
1
<0.1%
2.596341255950985e-05
1
<0.1%
2.813443634697488e-05
1
<0.1%
3.021914184104136e-05
1
<0.1%
3.421710837511194e-05
1
<0.1%
4.045430532836125e-05
1
<0.1%
4.2558849079520345e-05
1
<0.1%
4.285354343793735e-05
1
<0.1%
LARGEST VALUES
3.009361132405393
1
<0.1%
2.005611052731765
1
<0.1%
1.7592979912641338
1
<0.1%
1.755142866398374
1
<0.1%
1.7536904092372017
1
<0.1%
1.7529346491655162
1
<0.1%
1.7518691650896927
1
<0.1%
1.7501232922969214
1
<0.1%
1.5095611212723323
1
<0.1%
1.5089247686042422
1
<0.1%
1.5068020699013462
1
<0.1%
1.5067939363141314
1
<0.1%
1.5059067751839632
1
<0.1%
1.5035574499993167
1
<0.1%
1.501153589134131
1
<0.1%
D_71
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
D_94
0.63
D_110
-0.54
D_73
0.44
D_111
0.20
D_62
0.19
D_127
0.19
D_77
0.18
D_51
0.16
D_45
0.16
B_17
-0.16
S_11
0.15
D_92
0.14
B_2
0.14
B_18
0.13

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
D_63
0.32
B_38
0.18
target
0.09
D_117
0.08
B_30
0.08
D_64
0.07
D_114
0.06
D_68
0.05
D_126
0.04
D_120
0.03
B_31
0.01
D_88
0.01
D_116
0.00
D_66
0.00
MOST FREQUENT VALUES
0.0124340801389652
1
<0.1%
0.7733726009541348
1
<0.1%
0.0110960531689005
1
<0.1%
0.0072425775900055
1
<0.1%
0.0103247154343926
1
<0.1%
0.0285727213754438
1
<0.1%
0.0141788447944198
1
<0.1%
0.1253867818236509
1
<0.1%
0.0062084892228096
1
<0.1%
0.0093972058930623
1
<0.1%
0.0078511952507036
1
<0.1%
0.0045390115731806
1
<0.1%
0.0072272723085339
1
<0.1%
0.0411508939368316
1
<0.1%
0.0111629850260168
1
<0.1%
SMALLEST VALUES
1.978223220604369e-05
1
<0.1%
4.069563403909737e-05
1
<0.1%
0.0001616207429167
1
<0.1%
0.0001636404812517
1
<0.1%
0.0002212991058616
1
<0.1%
0.0002746175759482
1
<0.1%
0.000278543846973
1
<0.1%
0.0002987728161458
1
<0.1%
0.000367357758449
1
<0.1%
0.0003949975632284
1
<0.1%
0.0004340547946246
1
<0.1%
0.0005098930672904
1
<0.1%
0.0006073366603905
1
<0.1%
0.0006389483574962
1
<0.1%
0.0006629118505618
1
<0.1%
LARGEST VALUES
10.3649981073701
1
<0.1%
10.332643397008976
1
<0.1%
5.435949584633916
1
<0.1%
5.168557954612079
1
<0.1%
3.599190786896529
1
<0.1%
3.3692735260484343
1
<0.1%
3.3289535054971577
1
<0.1%
3.2573189809617067
1
<0.1%
3.229869829061077
1
<0.1%
2.927281693336757
1
<0.1%
2.7780491712787048
1
<0.1%
2.4698436630751246
1
<0.1%
2.418835179191541
1
<0.1%
2.312632915105455
1
<0.1%
2.248559561524926
1
<0.1%
D_72
MISSING:
22
(<1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
D_53
0.72
D_81
0.70
D_84
0.64
R_20
0.56
R_24
0.52
R_2
0.41
P_2
-0.36
D_111
0.35
R_17
0.30
R_1
0.30
R_5
0.30
B_39
-0.27
R_6
0.25
R_4
0.25

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
target
0.20
B_38
0.18
B_30
0.09
D_117
0.08
D_120
0.06
D_68
0.06
D_64
0.06
B_31
0.06
D_114
0.04
D_88
0.03
D_126
0.02
D_66
0.02
D_63
0.01
D_116
0.00
MOST FREQUENT VALUES
0.0047614013739567
1
<0.1%
0.0038844847792213
1
<0.1%
0.0019606987096931
1
<0.1%
0.0046660380957403
1
<0.1%
0.0051387681707482
1
<0.1%
0.0072062257898086
1
<0.1%
0.003326866760556
1
<0.1%
0.0024138671315698
1
<0.1%
0.0045263964162098
1
<0.1%
0.0043880611385022
1
<0.1%
0.0028615526303431
1
<0.1%
0.0043106850148975
1
<0.1%
0.0015893144758362
1
<0.1%
0.0023840651068086
1
<0.1%
0.000691568926597
1
<0.1%
SMALLEST VALUES
6.423321696997775e-06
1
<0.1%
8.789106427009585e-06
1
<0.1%
9.565101624884332e-06
1
<0.1%
1.1861885825495964e-05
1
<0.1%
1.5230475519586452e-05
1
<0.1%
1.6159336146919225e-05
1
<0.1%
1.6310336582876507e-05
1
<0.1%
1.7017803396481845e-05
1
<0.1%
1.947402561536693e-05
1
<0.1%
2.072855202816637e-05
1
<0.1%
2.167159466027857e-05
1
<0.1%
3.19390457302815e-05
1
<0.1%
3.426236926450943e-05
1
<0.1%
3.563458384600704e-05
1
<0.1%
3.701413655180508e-05
1
<0.1%
LARGEST VALUES
3.0087271034892007
1
<0.1%
3.008534258485772
1
<0.1%
3.0057258300626217
1
<0.1%
3.002783073568218
1
<0.1%
3.0005844272993745
1
<0.1%
2.6712308779158604
1
<0.1%
2.671029688438969
1
<0.1%
2.3427609151522955
1
<0.1%
2.34263446767964
1
<0.1%
2.341210205350468
1
<0.1%
2.338018121373868
1
<0.1%
2.3346114079765248
1
<0.1%
2.0087484934677504
1
<0.1%
2.005863848476935
1
<0.1%
2.005784027240156
1
<0.1%
S_15
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
S_8
-0.79
S_3
0.48
D_108
0.45
S_7
0.42
S_13
-0.40
S_6
0.32
S_11
-0.31
B_39
-0.31
D_60
-0.25
D_127
-0.24
D_51
-0.24
D_92
-0.21
P_2
-0.21
D_42
0.20

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
B_38
0.39
target
0.18
D_117
0.16
D_63
0.15
B_30
0.11
D_114
0.11
D_64
0.09
D_126
0.07
D_120
0.06
D_66
0.06
D_68
0.04
D_88
0.03
D_87
0.02
B_31
0.02
MOST FREQUENT VALUES
0.5038049415338132
1
<0.1%
0.1080778387766057
1
<0.1%
0.4034147501381137
1
<0.1%
0.5040666234597317
1
<0.1%
0.2062299738152795
1
<0.1%
0.4005216742904139
1
<0.1%
0.5059451769966045
1
<0.1%
0.2007414863092313
1
<0.1%
0.3032490193342721
1
<0.1%
0.4028766100400456
1
<0.1%
0.5026404446847109
1
<0.1%
0.2053812011445168
1
<0.1%
0.6080547198141592
1
<0.1%
1.0089402247058967
1
<0.1%
0.3000082335404235
1
<0.1%
SMALLEST VALUES
-0.2948853255782989
1
<0.1%
-0.1928911452747984
1
<0.1%
-0.0993356463735565
1
<0.1%
-0.0992091306129898
1
<0.1%
-0.0990353748264472
1
<0.1%
-0.0986095813585249
1
<0.1%
-0.0983475423779039
1
<0.1%
-0.09686128935998
1
<0.1%
-0.0965801038433277
1
<0.1%
-0.0957686470090742
1
<0.1%
-0.0955552061455168
1
<0.1%
-0.095457569548516
1
<0.1%
-0.0945405451516129
1
<0.1%
-0.0942128747374287
1
<0.1%
-0.0939658954305996
1
<0.1%
LARGEST VALUES
3.0042630497606613
1
<0.1%
2.8078353429957548
1
<0.1%
2.103307801420158
1
<0.1%
1.904618488494156
1
<0.1%
1.803065014961752
1
<0.1%
1.7050907583157484
1
<0.1%
1.7033333060872722
1
<0.1%
1.7006122825982826
1
<0.1%
1.6046352129108066
1
<0.1%
1.5074624901107572
1
<0.1%
1.504114875624485
1
<0.1%
1.5030345736654618
1
<0.1%
1.4084457265374355
1
<0.1%
1.4066785159273123
1
<0.1%
1.306379716400331
1
<0.1%
B_23
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
B_7
1.00
B_4
0.73
D_55
0.70
D_58
0.68
B_18
-0.66
D_48
0.65
D_75
0.62
D_61
0.62
B_1
0.61
B_37
0.61
B_3
0.61
B_11
0.60
B_19
0.60
D_74
0.59

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
B_38
0.58
B_30
0.51
target
0.41
D_117
0.13
D_64
0.09
D_63
0.09
D_114
0.08
D_88
0.07
D_68
0.05
D_120
0.05
B_31
0.05
D_66
0.05
D_87
0.03
D_126
0.01
MOST FREQUENT VALUES
0.3658706122092489
1
<0.1%
0.0126964889218063
1
<0.1%
0.0406915784027602
1
<0.1%
0.0014129829713215
1
<0.1%
0.0138035124422189
1
<0.1%
0.075701680553221
1
<0.1%
0.020129181995566
1
<0.1%
0.2148193592408716
1
<0.1%
0.2893155446188523
1
<0.1%
0.0088885220423215
1
<0.1%
0.0005576377749966
1
<0.1%
0.1994863824210869
1
<0.1%
0.3534212365916301
1
<0.1%
0.33139125499818
1
<0.1%
0.3206697858603278
1
<0.1%
SMALLEST VALUES
2.309137624567748e-05
1
<0.1%
2.423068796358452e-05
1
<0.1%
4.901483045119615e-05
1
<0.1%
4.954169223508664e-05
1
<0.1%
6.431972357206273e-05
1
<0.1%
7.850118010950035e-05
1
<0.1%
0.0001152488228824
1
<0.1%
0.0001285392478715
1
<0.1%
0.0001336874465137
1
<0.1%
0.0001410115842629
1
<0.1%
0.0002651041799319
1
<0.1%
0.0003205928911371
1
<0.1%
0.0003575885486612
1
<0.1%
0.0003858177118971
1
<0.1%
0.0004025605296151
1
<0.1%
LARGEST VALUES
1.4061214547070329
1
<0.1%
1.3611804425788911
1
<0.1%
1.309618667452042
1
<0.1%
1.3086510735017032
1
<0.1%
1.2957325106330462
1
<0.1%
1.2714210091632607
1
<0.1%
1.269357827307298
1
<0.1%
1.264988184797021
1
<0.1%
1.2544440662836236
1
<0.1%
1.2446126049309407
1
<0.1%
1.2398530755790238
1
<0.1%
1.2359865888548571
1
<0.1%
1.2354719067020226
1
<0.1%
1.2345948112910996
1
<0.1%
1.2296290682303832
1
<0.1%
D_73
MISSING:
5,566
(99%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
D_108
1.00
D_56
0.82
D_49
0.80
D_106
0.79
D_132
0.75
D_76
-0.66
B_5
0.65
B_17
-0.63
D_52
0.63
D_127
0.62
B_12
0.53
B_13
0.48
D_71
0.44
D_92
0.42

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
D_63
0.16
D_120
0.10
D_126
0.07
D_68
0.07
D_117
0.06
D_64
0.05
B_38
0.05
B_30
0.03
D_114
0.02
target
0.01
D_66
0.01
B_31
0.00
D_88
0.00
D_116
0.00
MOST FREQUENT VALUES
0.0707141834711449
1
1.4%
0.0449555937192088
1
1.4%
0.0285314821113557
1
1.4%
0.1686952147124313
1
1.4%
0.3697307872926565
1
1.4%
0.0527056732927224
1
1.4%
0.0656704077787563
1
1.4%
0.0403644806863062
1
1.4%
0.3718128638999487
1
1.4%
0.2109725546626909
1
1.4%
0.5914910063917448
1
1.4%
0.0996506357551555
1
1.4%
0.1362441043077445
1
1.4%
0.14403073105996
1
1.4%
0.1867110942480382
1
1.4%
SMALLEST VALUES
-0.0116583353857691
1
1.4%
0.0153224236032922
1
1.4%
0.0245847742081875
1
1.4%
0.0285314821113557
1
1.4%
0.0335582997858409
1
1.4%
0.0382206171688787
1
1.4%
0.0403644806863062
1
1.4%
0.0410809460089156
1
1.4%
0.0419357458845914
1
1.4%
0.0449555937192088
1
1.4%
0.0450378616648526
1
1.4%
0.0459942933034778
1
1.4%
0.0469703453758244
1
1.4%
0.0479764144300559
1
1.4%
0.0527056732927224
1
1.4%
LARGEST VALUES
1.4514947156436588
1
1.4%
0.5914910063917448
1
1.4%
0.5621200291923257
1
1.4%
0.4707357979674328
1
1.4%
0.4670794307704096
1
1.4%
0.4596509397845765
1
1.4%
0.4408504920009967
1
1.4%
0.392036791694527
1
1.4%
0.3780143322000877
1
1.4%
0.3718128638999487
1
1.4%
0.3697307872926565
1
1.4%
0.3663595307256167
1
1.4%
0.3630932939097561
1
1.4%
0.3197112751111338
1
1.4%
0.2785846828094893
1
1.4%
P_4
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
B_8
0.47
D_45
-0.40
S_7
0.32
R_3
0.31
D_47
-0.31
P_2
-0.27
D_77
-0.23
S_3
0.21
D_121
-0.21
B_9
0.19
R_27
-0.18
R_9
-0.18
D_128
-0.17
D_52
-0.17

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
D_117
0.43
D_68
0.43
D_64
0.41
B_38
0.39
D_120
0.27
D_126
0.26
D_114
0.23
target
0.22
D_63
0.13
B_30
0.08
D_66
0.03
B_31
0.01
D_88
0.01
D_116
0.01
MOST FREQUENT VALUES
0.0036995230959637
1
<0.1%
0.0015757501810673
1
<0.1%
0.007675545943592
1
<0.1%
0.0006470897213849
1
<0.1%
0.0062242907660667
1
<0.1%
0.9818787234212834
1
<0.1%
0.0041493021678032
1
<0.1%
0.0008533642764375
1
<0.1%
0.0048272620069451
1
<0.1%
0.0029409594825365
1
<0.1%
0.0011131091293347
1
<0.1%
0.9615961048050234
1
<0.1%
0.0034156923013762
1
<0.1%
0.9646926677301126
1
<0.1%
0.9635566065247252
1
<0.1%
SMALLEST VALUES
6.893897925497328e-07
1
<0.1%
1.268405277176088e-06
1
<0.1%
2.095398026238371e-06
1
<0.1%
2.185888039439865e-06
1
<0.1%
2.549713953384769e-06
1
<0.1%
7.282117871417748e-06
1
<0.1%
9.798492411905449e-06
1
<0.1%
1.5179940995143635e-05
1
<0.1%
2.2139758888481965e-05
1
<0.1%
3.086342351894089e-05
1
<0.1%
3.4842816528039e-05
1
<0.1%
3.644590400729619e-05
1
<0.1%
4.140300092555727e-05
1
<0.1%
4.2604196405098274e-05
1
<0.1%
4.26387464099931e-05
1
<0.1%
LARGEST VALUES
1.133266329071246
1
<0.1%
1.113562112926043
1
<0.1%
1.095351312649976
1
<0.1%
1.094435014862993
1
<0.1%
1.0855246332751305
1
<0.1%
1.0839302163469873
1
<0.1%
1.0675641754205023
1
<0.1%
1.0618596294502396
1
<0.1%
1.0579429893799712
1
<0.1%
1.056818295166023
1
<0.1%
1.0565711552536317
1
<0.1%
1.0544294853779668
1
<0.1%
1.0536472265558872
1
<0.1%
1.0491087952379636
1
<0.1%
1.0469741396249852
1
<0.1%
D_74
MISSING:
15
(<1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
D_75
0.99
D_58
0.92
D_44
0.74
D_70
0.66
B_4
0.66
B_18
-0.61
D_55
0.61
B_23
0.59
B_7
0.57
D_61
0.57
D_48
0.52
B_28
0.52
P_2
-0.49
B_20
0.45

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
B_38
0.45
target
0.40
B_30
0.34
D_117
0.15
D_64
0.10
D_120
0.08
D_63
0.07
D_66
0.06
D_68
0.05
D_114
0.05
D_88
0.04
D_126
0.04
B_31
0.02
D_87
0.01
MOST FREQUENT VALUES
0.009694478432393
1
<0.1%
0.00029033060844
1
<0.1%
0.0806789183849531
1
<0.1%
0.0069256933767605
1
<0.1%
0.0094303346471177
1
<0.1%
0.0746601218145366
1
<0.1%
0.0061135674489809
1
<0.1%
0.2922016386548704
1
<0.1%
0.072925236393916
1
<0.1%
0.0098300413970514
1
<0.1%
0.1493367658038807
1
<0.1%
0.2210205718849204
1
<0.1%
0.2956430987862137
1
<0.1%
0.2178593396354828
1
<0.1%
0.1492787611088089
1
<0.1%
SMALLEST VALUES
5.711462896875741e-06
1
<0.1%
8.302414607296304e-06
1
<0.1%
1.322050721368928e-05
1
<0.1%
1.422521982659686e-05
1
<0.1%
1.931443144346789e-05
1
<0.1%
2.4648136449161308e-05
1
<0.1%
2.6308029952422097e-05
1
<0.1%
2.922225945049761e-05
1
<0.1%
2.9429211136573484e-05
1
<0.1%
3.1978299986872296e-05
1
<0.1%
3.72576308993966e-05
1
<0.1%
4.179231186913324e-05
1
<0.1%
4.255528850270363e-05
1
<0.1%
5.00570760768837e-05
1
<0.1%
5.375682954125827e-05
1
<0.1%
LARGEST VALUES
2.2895127582645283
1
<0.1%
2.151911858350451
1
<0.1%
1.858276628297731
1
<0.1%
1.6474129267401931
1
<0.1%
1.6472642910323485
1
<0.1%
1.5798153565852928
1
<0.1%
1.5796602265304274
1
<0.1%
1.5065717864915402
1
<0.1%
1.5042770914593295
1
<0.1%
1.5029254920603268
1
<0.1%
1.5028286946854517
1
<0.1%
1.5011858805619474
1
<0.1%
1.50037908848276
1
<0.1%
1.437275593807819
1
<0.1%
1.4359575833834388
1
<0.1%
D_75
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
D_74
0.99
D_58
0.92
D_44
0.75
B_18
-0.70
B_4
0.69
D_70
0.65
D_55
0.64
B_23
0.62
B_7
0.60
D_61
0.60
D_48
0.57
B_2
-0.55
B_20
0.55
B_28
0.55

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
B_38
0.54
target
0.44
B_30
0.40
D_117
0.16
D_64
0.11
D_63
0.10
D_120
0.10
D_68
0.06
D_66
0.06
D_114
0.06
D_88
0.05
D_126
0.03
B_31
0.03
D_87
0.02
MOST FREQUENT VALUES
0.20491682911518
1
<0.1%
0.0025870140091603
1
<0.1%
0.0706844753796655
1
<0.1%
0.0034198627351682
1
<0.1%
0.00092769673948
1
<0.1%
0.073840011186968
1
<0.1%
0.0013371967652112
1
<0.1%
0.3397855137243612
1
<0.1%
0.0735415834427883
1
<0.1%
0.0020006272722725
1
<0.1%
0.0056625069094022
1
<0.1%
0.2700746279564762
1
<0.1%
0.3401188230806763
1
<0.1%
0.2729911220123069
1
<0.1%
0.2069176322565103
1
<0.1%
SMALLEST VALUES
1.73523929013486e-06
1
<0.1%
1.1109718508628408e-05
1
<0.1%
1.1278176054037023e-05
1
<0.1%
1.2987728561930643e-05
1
<0.1%
1.3954727065039753e-05
1
<0.1%
1.447053690848632e-05
1
<0.1%
1.5483262217088623e-05
1
<0.1%
1.934152353571861e-05
1
<0.1%
1.9690630871073145e-05
1
<0.1%
2.228990640337436e-05
1
<0.1%
3.3238351720519255e-05
1
<0.1%
3.981392334765688e-05
1
<0.1%
5.237761185405421e-05
1
<0.1%
6.21414234681017e-05
1
<0.1%
6.308164139154693e-05
1
<0.1%
LARGEST VALUES
2.2067756024211524
1
<0.1%
2.2052605972423867
1
<0.1%
1.870534250098893
1
<0.1%
1.740987400573376
1
<0.1%
1.6049125080628135
1
<0.1%
1.5397558287263595
1
<0.1%
1.5380760784342264
1
<0.1%
1.5347594278680907
1
<0.1%
1.476325255487413
1
<0.1%
1.4730272588915077
1
<0.1%
1.4671735205219092
1
<0.1%
1.466867517127493
1
<0.1%
1.405932468675489
1
<0.1%
1.405236679110177
1
<0.1%
1.4014796358585773
1
<0.1%
D_76
MISSING:
4,970
(88%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
D_110
1.00
D_111
1.00
B_39
1.00
D_73
-0.66
D_138
-0.63
S_26
0.43
B_12
0.35
D_134
-0.34
B_42
0.33
B_18
0.30
D_61
-0.30
B_13
0.29
D_50
0.29
D_48
-0.27

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
D_117
0.12
B_38
0.12
D_68
0.11
target
0.09
D_64
0.08
D_114
0.07
D_126
0.06
B_30
0.06
D_63
0.06
D_120
0.03
D_66
0.01
D_88
0.01
D_116
0.00
B_31
0.00
MOST FREQUENT VALUES
0.0637473413740889
1
0.2%
0.3383482111212648
1
0.2%
0.1168585717809912
1
0.2%
0.2865329979125233
1
0.2%
0.1588490964938994
1
0.2%
0.1530389758722174
1
0.2%
0.0553370916474822
1
0.2%
0.0031982113946211
1
0.2%
0.0007158951793813
1
0.2%
0.0031596829262277
1
0.2%
0.0093218505078258
1
0.2%
0.0687345798911352
1
0.2%
0.0064228514181107
1
0.2%
0.1395596352167742
1
0.2%
0.1650829984485026
1
0.2%
SMALLEST VALUES
0.0006046356732192
1
0.2%
0.0007158951793813
1
0.2%
0.0008895844551152
1
0.2%
0.0009981824867059
1
0.2%
0.001506237519834
1
0.2%
0.0017275414724952
1
0.2%
0.0017305791822411
1
0.2%
0.0019152093524866
1
0.2%
0.0019392526494616
1
0.2%
0.0020267729915127
1
0.2%
0.002060726544441
1
0.2%
0.0020866837934941
1
0.2%
0.0023092949294027
1
0.2%
0.002735469295638
1
0.2%
0.0028424539317936
1
0.2%
LARGEST VALUES
2.451835655240979
1
0.2%
1.898110349633486
1
0.2%
1.3584363943082964
1
0.2%
0.9934514925917096
1
0.2%
0.95242310155943
1
0.2%
0.951839018141496
1
0.2%
0.9503931997302472
1
0.2%
0.8415971829023028
1
0.2%
0.8103464690889686
1
0.2%
0.7945510764429411
1
0.2%
0.7649921297834131
1
0.2%
0.7330708085250848
1
0.2%
0.705686237024592
1
0.2%
0.6878820088778977
1
0.2%
0.6877666710010204
1
0.2%
B_24
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
R_12
-0.66
R_25
0.57
B_41
0.55
D_110
-0.54
R_26
0.18
R_1
0.14
D_112
-0.14
P_2
-0.13
D_41
0.12
B_9
0.12
D_48
0.11
D_134
0.11
B_39
-0.11
D_61
0.11

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
B_31
0.47
D_88
0.10
B_38
0.10
target
0.10
D_68
0.07
D_114
0.05
D_64
0.05
D_117
0.05
B_30
0.05
D_66
0.04
D_63
0.03
D_120
0.02
D_126
0.02
D_116
0.00
MOST FREQUENT VALUES
0.0004006146965906
1
<0.1%
0.0004418651998195
1
<0.1%
0.003766499701086
1
<0.1%
0.0002570863148201
1
<0.1%
0.0009291503192422
1
<0.1%
0.0090393686994935
1
<0.1%
0.0083297498634407
1
<0.1%
0.0080389745077822
1
<0.1%
0.0011918768119526
1
<0.1%
0.0002174686617301
1
<0.1%
0.0090239789204719
1
<0.1%
9.51610892880528e-05
1
<0.1%
0.0027981964553736
1
<0.1%
0.0031703088219738
1
<0.1%
0.0022260785391602
1
<0.1%
SMALLEST VALUES
1.975919000537507e-06
1
<0.1%
4.243583038118226e-06
1
<0.1%
7.407922963988955e-06
1
<0.1%
7.853826036386957e-06
1
<0.1%
8.772303352180266e-06
1
<0.1%
9.187115939955914e-06
1
<0.1%
1.0962305522526084e-05
1
<0.1%
1.2918346709475116e-05
1
<0.1%
1.3862403992793703e-05
1
<0.1%
1.5027937353965238e-05
1
<0.1%
1.547303736516237e-05
1
<0.1%
1.6244940905115745e-05
1
<0.1%
1.875497863419784e-05
1
<0.1%
1.960554750484844e-05
1
<0.1%
2.1510903323151976e-05
1
<0.1%
LARGEST VALUES
10.051638022628932
1
<0.1%
6.986133387872561
1
<0.1%
6.808980991982702
1
<0.1%
5.22037759518042
1
<0.1%
5.0054658172370425
1
<0.1%
4.990464784841173
1
<0.1%
4.957237080563008
1
<0.1%
3.475522937447664
1
<0.1%
3.2786632089217544
1
<0.1%
3.251284874721467
1
<0.1%
3.243761601842646
1
<0.1%
2.836546768597411
1
<0.1%
2.5890449439224343
1
<0.1%
2.377679681444214
1
<0.1%
2.3201399806601533
1
<0.1%
R_7
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
R_6
0.52
R_4
0.30
B_39
0.29
R_2
0.23
D_53
0.22
R_1
0.19
R_5
0.17
R_22
0.16
D_108
0.16
R_13
0.14
R_26
0.13
D_54
-0.12
D_111
0.12
R_8
0.11

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
target
0.05
B_38
0.04
D_117
0.03
D_68
0.03
D_114
0.02
D_63
0.02
D_126
0.02
D_64
0.02
B_30
0.02
D_66
0.01
B_31
0.00
D_88
0.00
D_116
0.00
D_87
0.00
MOST FREQUENT VALUES
0.0018086216220572
1
<0.1%
0.001296135021915
1
<0.1%
0.0013269452292606
1
<0.1%
0.0051858426165111
1
<0.1%
0.0087087905129076
1
<0.1%
0.0077088858423964
1
<0.1%
0.0020911863847567
1
<0.1%
0.0005483690594615
1
<0.1%
0.007614936563901
1
<0.1%
0.0081000110134131
1
<0.1%
0.0019897035523185
1
<0.1%
0.0081937052990833
1
<0.1%
0.0018563218192983
1
<0.1%
0.0091340477723208
1
<0.1%
0.6653036468054052
1
<0.1%
SMALLEST VALUES
6.782016001882773e-07
1
<0.1%
3.6260569225177177e-06
1
<0.1%
4.500401966925915e-06
1
<0.1%
8.807124897369789e-06
1
<0.1%
9.966967338215227e-06
1
<0.1%
1.114046261243673e-05
1
<0.1%
1.2492599110808246e-05
1
<0.1%
1.6898470607504822e-05
1
<0.1%
1.978602456640944e-05
1
<0.1%
2.129147955648114e-05
1
<0.1%
2.168663247210212e-05
1
<0.1%
2.330797785019989e-05
1
<0.1%
2.5795064556096704e-05
1
<0.1%
2.636299711632928e-05
1
<0.1%
2.715170414827273e-05
1
<0.1%
LARGEST VALUES
128.60636610273457
1
<0.1%
94.65556255146912
1
<0.1%
41.99566140624968
1
<0.1%
26.983805787902348
1
<0.1%
26.42311307496651
1
<0.1%
24.308809109561857
1
<0.1%
22.7209473400724
1
<0.1%
20.65155648430334
1
<0.1%
19.240575255681428
1
<0.1%
15.805562135404417
1
<0.1%
12.81340802205836
1
<0.1%
10.410426600775352
1
<0.1%
9.797537534943013
1
<0.1%
9.012846894915212
1
<0.1%
8.620139308600484
1
<0.1%
D_77
MISSING:
2,572
(46%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
D_62
1.00
D_52
0.67
B_39
0.53
P_2
0.41
D_48
-0.40
D_61
-0.34
B_18
0.32
D_75
-0.31
D_42
-0.31
D_58
-0.31
B_7
-0.31
B_23
-0.29
D_55
-0.29
B_8
-0.29

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
B_38
0.32
target
0.28
D_117
0.21
B_30
0.20
D_64
0.17
D_114
0.16
D_68
0.14
D_126
0.10
D_120
0.10
D_63
0.03
D_66
0.03
B_31
0.03
D_88
0.02
D_87
0.01
MOST FREQUENT VALUES
0.0628345967352612
1
<0.1%
0.5913312788163357
1
<0.1%
0.2126054404939995
1
<0.1%
0.20337287628402
1
<0.1%
0.5095688101727763
1
<0.1%
0.1249000170242487
1
<0.1%
0.0239066058205305
1
<0.1%
0.7855274905255635
1
<0.1%
0.4066671712189604
1
<0.1%
0.3098412353672584
1
<0.1%
0.8086667554359901
1
<0.1%
0.2065667017862487
1
<0.1%
0.7774260710986879
1
<0.1%
0.00160890855576
1
<0.1%
0.0134855152452448
1
<0.1%
SMALLEST VALUES
0.0002220937152924
1
<0.1%
0.0002293347835404
1
<0.1%
0.0003306688532926
1
<0.1%
0.0006001316885124
1
<0.1%
0.0009997442922936
1
<0.1%
0.0010220464790912
1
<0.1%
0.0010607608478622
1
<0.1%
0.0011120121420012
1
<0.1%
0.0011335165992526
1
<0.1%
0.0014428007731689
1
<0.1%
0.0015967658677088
1
<0.1%
0.00160890855576
1
<0.1%
0.0017092013105155
1
<0.1%
0.0018075454982371
1
<0.1%
0.0018634818243882
1
<0.1%
LARGEST VALUES
3.8084771889494857
1
<0.1%
2.974704727820575
1
<0.1%
2.0025405395594467
1
<0.1%
1.6002167501586275
1
<0.1%
1.506470835562046
1
<0.1%
1.5060683332448228
1
<0.1%
1.5005684515164712
1
<0.1%
1.4178839312474243
1
<0.1%
1.4061538018799036
1
<0.1%
1.335943353362812
1
<0.1%
1.3049552163111664
1
<0.1%
1.3034671184996296
1
<0.1%
1.3032764473032077
1
<0.1%
1.2703011804364392
1
<0.1%
1.2293087457882554
1
<0.1%
B_25
MISSING:
3
(<1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
B_14
0.55
B_11
0.49
B_39
-0.48
B_9
0.47
B_1
0.46
B_37
0.45
B_28
0.43
D_110
0.42
B_20
0.36
B_3
0.35
B_16
0.35
B_22
0.34
B_18
-0.34
B_4
0.33

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
B_38
0.32
B_30
0.28
D_63
0.24
target
0.15
D_68
0.06
D_120
0.05
D_117
0.05
D_88
0.04
D_64
0.04
B_31
0.04
D_66
0.03
D_126
0.03
D_114
0.02
D_87
0.01
MOST FREQUENT VALUES
0.105375515540048
1
<0.1%
0.1457575782165474
1
<0.1%
0.0037984682486977
1
<0.1%
0.0097799778135136
1
<0.1%
0.002226767764033
1
<0.1%
0.0042222317143939
1
<0.1%
0.3566841727322468
1
<0.1%
0.078733886228897
1
<0.1%
0.0593721861085794
1
<0.1%
0.0002894545587374
1
<0.1%
0.3962125408162909
1
<0.1%
0.0092076547604122
1
<0.1%
0.1330327504656886
1
<0.1%
0.0370629210670253
1
<0.1%
0.0081877169775638
1
<0.1%
SMALLEST VALUES
-0.0853813977514859
1
<0.1%
-0.0664697895711991
1
<0.1%
-0.0617137882416078
1
<0.1%
-0.0530224962028942
1
<0.1%
-0.0446787426287194
1
<0.1%
-0.0214337658590347
1
<0.1%
-0.0167627799603022
1
<0.1%
-0.0131985829639636
1
<0.1%
-0.0084161768814173
1
<0.1%
-0.0052928885748717
1
<0.1%
-0.0020614637495141
1
<0.1%
-0.00089010770377
1
<0.1%
-0.000515743402093
1
<0.1%
-0.000328661747856
1
<0.1%
3.698618156025013e-06
1
<0.1%
LARGEST VALUES
5.4281639689534655
1
<0.1%
4.596102875991027
1
<0.1%
2.102211833333178
1
<0.1%
2.0190591958513213
1
<0.1%
1.9888428943744108
1
<0.1%
1.954059082624551
1
<0.1%
1.9520427284028223
1
<0.1%
1.94346978285062
1
<0.1%
1.9256685968476608
1
<0.1%
1.903705127310258
1
<0.1%
1.83862748535128
1
<0.1%
1.7689964930971824
1
<0.1%
1.701450131874548
1
<0.1%
1.6552997844918724
1
<0.1%
1.6306061419834073
1
<0.1%
B_26
MISSING:
1
(<1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
B_29
0.73
B_5
0.60
D_65
0.47
D_50
0.26
B_13
0.18
B_12
0.17
D_42
0.16
B_15
0.16
D_110
0.15
B_14
0.13
S_18
0.13
D_56
0.13
D_41
0.11
D_73
-0.10

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
D_63
0.06
D_117
0.04
D_66
0.04
B_38
0.03
B_31
0.02
D_114
0.02
D_68
0.02
D_64
0.02
D_126
0.01
target
0.01
B_30
0.01
D_120
0.01
D_88
0.00
D_87
0.00
MOST FREQUENT VALUES
0.007794493325908
1
<0.1%
7.198177887755786e-05
1
<0.1%
0.0087143308517997
1
<0.1%
0.0011698681462307
1
<0.1%
0.0032600711862395
1
<0.1%
0.0067882985994299
1
<0.1%
0.0019287271548858
1
<0.1%
0.0037565331792863
1
<0.1%
0.0054488626229721
1
<0.1%
0.0062066336779637
1
<0.1%
0.0047465743354203
1
<0.1%
0.0009310955823909
1
<0.1%
0.0057003126230544
1
<0.1%
0.0094442999019922
1
<0.1%
0.0046445138266338
1
<0.1%
SMALLEST VALUES
8.322988341414871e-06
1
<0.1%
1.0205027927215892e-05
1
<0.1%
1.4662036698036563e-05
1
<0.1%
1.586249603045653e-05
1
<0.1%
1.604632059012068e-05
1
<0.1%
1.678944464254095e-05
1
<0.1%
1.99496950792244e-05
1
<0.1%
2.065590357768432e-05
1
<0.1%
2.23455713636056e-05
1
<0.1%
2.465185769226719e-05
1
<0.1%
2.7568988887896053e-05
1
<0.1%
2.805144378399516e-05
1
<0.1%
2.887268023391898e-05
1
<0.1%
3.02487133249052e-05
1
<0.1%
3.056362416903213e-05
1
<0.1%
LARGEST VALUES
213.9161921282141
1
<0.1%
93.74080524521644
1
<0.1%
24.52438876746876
1
<0.1%
19.25318811137896
1
<0.1%
16.520244371494105
1
<0.1%
15.574311022989228
1
<0.1%
13.4205040824278
1
<0.1%
12.200730282150024
1
<0.1%
11.993394277018345
1
<0.1%
11.670325926683498
1
<0.1%
9.30259243861315
1
<0.1%
6.740283181902893
1
<0.1%
6.580879882270776
1
<0.1%
6.4298655317553015
1
<0.1%
6.414697543765945
1
<0.1%
D_78
MISSING:
283
(5%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
D_44
0.45
R_1
0.44
R_5
0.43
R_10
0.43
D_84
0.39
P_2
-0.38
D_55
0.37
D_89
0.37
D_48
0.36
R_4
0.35
R_2
0.35
D_53
0.34
R_8
0.33
R_13
0.32

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
target
0.27
B_38
0.23
B_30
0.20
D_120
0.09
D_117
0.06
D_68
0.05
D_64
0.05
D_114
0.05
D_63
0.04
B_31
0.03
D_126
0.01
D_88
0.01
D_116
0.00
D_87
0.00
MOST FREQUENT VALUES
0.0042033245960662
1
<0.1%
0.0028686638071361
1
<0.1%
0.0099690139913461
1
<0.1%
0.0020727119250414
1
<0.1%
0.0095135052205915
1
<0.1%
0.0088626566893945
1
<0.1%
0.0066435654999132
1
<0.1%
0.0051329303108808
1
<0.1%
0.0023794933626509
1
<0.1%
0.0028657759178879
1
<0.1%
0.0094008247037464
1
<0.1%
0.0099781009153911
1
<0.1%
0.0056971227717977
1
<0.1%
0.000833272681597
1
<0.1%
0.0047539405447956
1
<0.1%
SMALLEST VALUES
4.106465745379317e-07
1
<0.1%
9.690900145309378e-07
1
<0.1%
2.8483474311069567e-06
1
<0.1%
3.1204085056002474e-06
1
<0.1%
4.288797618154927e-06
1
<0.1%
4.9208196785888175e-06
1
<0.1%
7.752197413040118e-06
1
<0.1%
1.0034939459483416e-05
1
<0.1%
1.1742937454999325e-05
1
<0.1%
1.3295870367328044e-05
1
<0.1%
1.4190378002094662e-05
1
<0.1%
1.6267396881159968e-05
1
<0.1%
1.838455749653023e-05
1
<0.1%
1.838727583105216e-05
1
<0.1%
2.192730636853324e-05
1
<0.1%
LARGEST VALUES
4.004478768706347
1
<0.1%
4.001490260057244
1
<0.1%
3.5045272833747814
1
<0.1%
3.500100540553647
1
<0.1%
3.004153804500907
1
<0.1%
2.509447695995495
1
<0.1%
2.5064501356568023
1
<0.1%
2.506322466292015
1
<0.1%
2.502229696632212
1
<0.1%
2.502213281719756
1
<0.1%
2.00941850180484
1
<0.1%
2.005767846322646
1
<0.1%
2.0053333799580217
1
<0.1%
2.005312278459167
1
<0.1%
2.0049452966312
1
<0.1%
D_79
MISSING:
78
(1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
D_131
0.89
D_133
0.66
D_130
0.59
D_111
-0.55
D_106
0.25
D_58
0.23
D_49
0.23
D_75
0.23
D_44
0.22
D_55
0.22
D_74
0.22
D_48
0.21
B_18
-0.21
D_61
0.20

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
target
0.20
B_38
0.19
B_30
0.11
D_120
0.11
D_68
0.09
B_31
0.08
D_117
0.07
D_64
0.06
D_114
0.03
D_126
0.03
D_63
0.03
D_88
0.03
D_66
0.01
D_116
0.01
MOST FREQUENT VALUES
0.0039918591946151
1
<0.1%
0.0092490065013435
1
<0.1%
0.007360806633026
1
<0.1%
0.5033547314146103
1
<0.1%
0.0071344120778725
1
<0.1%
0.0041313777874729
1
<0.1%
0.0031290896506497
1
<0.1%
0.0044491706883735
1
<0.1%
0.0099314978533879
1
<0.1%
0.0080154505806009
1
<0.1%
0.5095097428493494
1
<0.1%
0.0013405444530585
1
<0.1%
0.5040805027989566
1
<0.1%
0.0066127074673193
1
<0.1%
0.0010170710871194
1
<0.1%
SMALLEST VALUES
1.805353570398793e-06
1
<0.1%
4.161133879899693e-06
1
<0.1%
6.6154861318223904e-06
1
<0.1%
1.0486423241444776e-05
1
<0.1%
1.1357311816865278e-05
1
<0.1%
1.243710806963394e-05
1
<0.1%
1.573917408192349e-05
1
<0.1%
1.6687274718265587e-05
1
<0.1%
2.1050112829248403e-05
1
<0.1%
2.2379007559479857e-05
1
<0.1%
2.2562507818184583e-05
1
<0.1%
2.324705252630732e-05
1
<0.1%
2.3661735015556573e-05
1
<0.1%
2.4360601318552667e-05
1
<0.1%
2.7166544103738312e-05
1
<0.1%
LARGEST VALUES
2.505214318889783
1
<0.1%
2.009170163210972
1
<0.1%
2.0073425896007584
1
<0.1%
2.003869386869456
1
<0.1%
2.0034963260288823
1
<0.1%
2.003469927052041
1
<0.1%
2.002522046552577
1
<0.1%
2.0008100133034703
1
<0.1%
1.5095428722186484
1
<0.1%
1.5094654551117737
1
<0.1%
1.5084479218391007
1
<0.1%
1.507491031968114
1
<0.1%
1.5066549339859654
1
<0.1%
1.5060409678329478
1
<0.1%
1.50588188263843
1
<0.1%
R_8
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
R_5
0.67
R_4
0.61
R_2
0.49
R_1
0.41
D_84
0.38
D_78
0.33
D_53
0.30
D_89
0.30
D_39
0.27
D_41
0.26
D_110
-0.26
R_15
0.23
R_10
0.23
D_54
-0.23

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
target
0.14
B_38
0.11
B_31
0.06
D_120
0.06
D_117
0.05
D_68
0.03
B_30
0.03
D_64
0.02
D_66
0.01
D_126
0.01
D_63
0.01
D_88
0.00
D_114
0.00
D_116
0.00
MOST FREQUENT VALUES
0.0069095956074552
1
<0.1%
0.0014253025818597
1
<0.1%
0.001174579582644
1
<0.1%
0.0064683383042392
1
<0.1%
0.0026377029645852
1
<0.1%
0.004170078706583
1
<0.1%
0.0098879887022994
1
<0.1%
0.0070285031195868
1
<0.1%
0.0095651044563375
1
<0.1%
0.0076191636059216
1
<0.1%
0.000132398044344
1
<0.1%
0.0017019463970433
1
<0.1%
0.0091944959568559
1
<0.1%
0.0012798268549229
1
<0.1%
2.0024678660361155
1
<0.1%
SMALLEST VALUES
1.0649948804730692e-06
1
<0.1%
9.667398658633753e-06
1
<0.1%
1.2002226844500808e-05
1
<0.1%
1.4543278132815862e-05
1
<0.1%
1.4620953337655118e-05
1
<0.1%
1.5522228683122475e-05
1
<0.1%
1.5772519842229827e-05
1
<0.1%
1.65797985857985e-05
1
<0.1%
1.6802506480771974e-05
1
<0.1%
1.900038584585761e-05
1
<0.1%
2.0699215757955525e-05
1
<0.1%
2.0733849124625613e-05
1
<0.1%
2.12525139639419e-05
1
<0.1%
2.181375814134689e-05
1
<0.1%
2.336248623351911e-05
1
<0.1%
LARGEST VALUES
8.000945162516997
1
<0.1%
6.008532430133603
1
<0.1%
5.000688960107785
1
<0.1%
4.009204492401048
1
<0.1%
4.006238609615435
1
<0.1%
4.005926047451791
1
<0.1%
3.009829907614481
1
<0.1%
3.007161557860585
1
<0.1%
3.005146228962144
1
<0.1%
3.0042629767890365
1
<0.1%
3.001121168854963
1
<0.1%
2.009920696802669
1
<0.1%
2.0098486880128514
1
<0.1%
2.0088715546175666
1
<0.1%
2.008523300857015
1
<0.1%
R_9
MISSING:
5,291
(94%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
D_108
1.00
B_42
1.00
D_138
0.54
B_29
0.34
P_2
-0.23
D_56
0.22
D_106
-0.22
D_49
-0.20
D_134
-0.19
D_115
0.19
P_4
-0.18
R_26
0.18
B_40
0.17
D_118
0.17

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
target
0.16
B_38
0.14
D_117
0.07
B_30
0.06
D_120
0.06
D_116
0.06
D_88
0.06
D_64
0.05
D_114
0.05
D_68
0.05
D_66
0.03
D_63
0.02
D_126
0.02
B_31
0.00
MOST FREQUENT VALUES
0.1680381286380034
1
0.3%
0.3336980094244178
1
0.3%
0.17572124241723
1
0.3%
0.171540029467854
1
0.3%
0.1704160542080952
1
0.3%
0.1763092365893838
1
0.3%
0.3340093378250285
1
0.3%
0.5024599713402358
1
0.3%
0.1726566441357326
1
0.3%
0.1729764497422345
1
0.3%
0.1765021279236074
1
0.3%
0.1689920054826836
1
0.3%
0.1701047778558879
1
0.3%
0.1765697002978117
1
0.3%
0.1742057616671931
1
0.3%
SMALLEST VALUES
0.0007670794062033
1
0.3%
0.0008969801853856
1
0.3%
0.0009583516671969
1
0.3%
0.0013061503092651
1
0.3%
0.0016253493618387
1
0.3%
0.001643965846165
1
0.3%
0.0019083937681735
1
0.3%
0.0021916251864585
1
0.3%
0.0027964893971938
1
0.3%
0.0028637074331668
1
0.3%
0.0029303129492579
1
0.3%
0.0030489891098797
1
0.3%
0.0034891210563999
1
0.3%
0.003529839422584
1
0.3%
0.004015775727302
1
0.3%
LARGEST VALUES
1.5072287871874168
1
0.3%
1.5013647018045058
1
0.3%
1.1687711517122927
1
0.3%
1.0021003479282669
1
0.3%
0.8421810826762466
1
0.3%
0.837981616520114
1
0.3%
0.8375435923461441
1
0.3%
0.8363034301155148
1
0.3%
0.8357563101719
1
0.3%
0.8350278719861104
1
0.3%
0.8349029232320001
1
0.3%
0.8339252306056822
1
0.3%
0.672804720664785
1
0.3%
0.6721353763318436
1
0.3%
0.6718631167488917
1
0.3%
S_16
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
D_108
1.00
B_21
0.81
D_110
-0.56
R_21
0.43
S_20
0.36
D_138
0.24
R_1
0.20
D_136
-0.15
S_3
0.15
B_39
-0.13
D_111
0.12
S_7
0.11
D_73
0.11
R_9
0.11

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
target
0.07
B_38
0.06
B_30
0.05
D_68
0.05
D_64
0.04
D_63
0.02
D_117
0.02
D_114
0.02
D_66
0.02
D_126
0.01
D_120
0.01
B_31
0.00
D_88
0.00
D_116
0.00
MOST FREQUENT VALUES
0.0007126950948784
1
<0.1%
0.0042724513881585
1
<0.1%
0.0007445984918422
1
<0.1%
0.0077494154703044
1
<0.1%
0.005020075448391
1
<0.1%
0.008990944967704
1
<0.1%
0.0023041858322899
1
<0.1%
0.0035379077026365
1
<0.1%
0.0002373639009648
1
<0.1%
0.0057202673662723
1
<0.1%
0.0054671495951864
1
<0.1%
0.0045676449032492
1
<0.1%
0.0099742828866378
1
<0.1%
0.4088320434051435
1
<0.1%
0.0007430307694659
1
<0.1%
SMALLEST VALUES
6.442720921284728e-07
1
<0.1%
5.1590099893550345e-06
1
<0.1%
6.044737894224106e-06
1
<0.1%
7.189528305706627e-06
1
<0.1%
7.313288843575627e-06
1
<0.1%
8.689932207442964e-06
1
<0.1%
1.0382602300429422e-05
1
<0.1%
1.127162193707232e-05
1
<0.1%
1.2003394278427004e-05
1
<0.1%
1.2911291221412435e-05
1
<0.1%
1.4875587851429504e-05
1
<0.1%
1.6003612857955484e-05
1
<0.1%
1.7262016176718963e-05
1
<0.1%
1.789609772933076e-05
1
<0.1%
1.798311323748858e-05
1
<0.1%
LARGEST VALUES
44.28891671158749
1
<0.1%
17.776614474633792
1
<0.1%
11.358516251111713
1
<0.1%
9.892752235202448
1
<0.1%
9.438318082746536
1
<0.1%
6.676312939643449
1
<0.1%
5.718904529597535
1
<0.1%
5.659667909625714
1
<0.1%
5.042014129012217
1
<0.1%
4.70268957688107
1
<0.1%
4.554437457889327
1
<0.1%
4.553778869102868
1
<0.1%
4.538609964731174
1
<0.1%
4.505654046678001
1
<0.1%
3.9873954996396255
1
<0.1%
D_80
MISSING:
15
(<1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
B_28
0.38
D_58
0.30
D_108
0.29
B_4
0.29
D_74
0.23
D_75
0.23
B_18
-0.22
D_70
0.21
D_55
0.21
D_61
0.20
D_46
0.20
D_60
-0.19
D_136
0.19
D_44
0.19

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
B_38
0.12
D_63
0.09
D_114
0.08
D_117
0.06
target
0.06
D_126
0.05
B_31
0.04
B_30
0.04
D_68
0.04
D_64
0.04
D_120
0.02
D_88
0.01
D_116
0.01
D_87
0.01
MOST FREQUENT VALUES
0.202494194178373
1
<0.1%
0.0020167732090999
1
<0.1%
0.2036760687289407
1
<0.1%
0.0030359930689063
1
<0.1%
0.2003911496914253
1
<0.1%
0.0088785866555943
1
<0.1%
0.0035867824828787
1
<0.1%
0.2034407486670162
1
<0.1%
0.0012128124657188
1
<0.1%
0.0026796644197494
1
<0.1%
0.0012982967797235
1
<0.1%
0.0089219561494244
1
<0.1%
0.2076703918334809
1
<0.1%
0.0092488828084691
1
<0.1%
0.0049938575717715
1
<0.1%
SMALLEST VALUES
3.3304750418627915e-08
1
<0.1%
2.501035139650387e-06
1
<0.1%
2.701844031649525e-06
1
<0.1%
5.341730912761245e-06
1
<0.1%
5.395712307207923e-06
1
<0.1%
1.2658904153461936e-05
1
<0.1%
1.843438284864329e-05
1
<0.1%
1.9315760580015385e-05
1
<0.1%
2.7429145950175205e-05
1
<0.1%
3.278538569420397e-05
1
<0.1%
3.468126300201324e-05
1
<0.1%
3.8284035995947984e-05
1
<0.1%
4.32251385728255e-05
1
<0.1%
4.513691496905836e-05
1
<0.1%
4.6808250384158255e-05
1
<0.1%
LARGEST VALUES
2.208021381389053
1
<0.1%
2.0053774098354427
1
<0.1%
2.00107389627428
1
<0.1%
1.808936273130357
1
<0.1%
1.8068474534646648
1
<0.1%
1.6060973701431722
1
<0.1%
1.6052732209974958
1
<0.1%
1.4083781410103084
1
<0.1%
1.403075293326308
1
<0.1%
1.40242630233747
1
<0.1%
1.402350176157282
1
<0.1%
1.401037821554631
1
<0.1%
1.2095158641767565
1
<0.1%
1.208905867360534
1
<0.1%
1.2088794246948638
1
<0.1%
R_10
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
R_1
0.61
D_78
0.43
D_44
0.38
D_110
-0.31
D_48
0.29
D_55
0.28
P_2
-0.27
D_61
0.25
D_58
0.25
D_75
0.25
D_111
-0.24
D_108
0.24
D_74
0.24
B_9
0.23

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
target
0.21
B_38
0.21
B_30
0.17
D_88
0.06
D_117
0.06
D_114
0.05
D_64
0.05
D_120
0.04
B_31
0.04
D_63
0.03
D_68
0.03
D_126
0.01
D_116
0.00
D_66
0.00
MOST FREQUENT VALUES
1.006069717958063
1
<0.1%
0.0039065687945243
1
<0.1%
0.0059567697923301
1
<0.1%
0.0020981486718263
1
<0.1%
0.0099861852409622
1
<0.1%
0.0088388274727876
1
<0.1%
0.0088954523818077
1
<0.1%
0.0066370251644918
1
<0.1%
0.0088627637566172
1
<0.1%
0.0063654922229207
1
<0.1%
0.0052447843815487
1
<0.1%
0.0020581765978461
1
<0.1%
0.0097056893720106
1
<0.1%
0.0032189637702872
1
<0.1%
0.0073108289302567
1
<0.1%
SMALLEST VALUES
6.260117730771953e-07
1
<0.1%
3.425153636945621e-06
1
<0.1%
6.869181030682014e-06
1
<0.1%
8.403176799410828e-06
1
<0.1%
1.0756955106663302e-05
1
<0.1%
1.2083535828140146e-05
1
<0.1%
1.5422572818526437e-05
1
<0.1%
2.039471572607088e-05
1
<0.1%
2.324098379864137e-05
1
<0.1%
2.8333779643109347e-05
1
<0.1%
2.9263308200561112e-05
1
<0.1%
3.14480634215808e-05
1
<0.1%
3.323906692802359e-05
1
<0.1%
3.770931775759046e-05
1
<0.1%
3.905802443772921e-05
1
<0.1%
LARGEST VALUES
5.005508756254779
1
<0.1%
4.004462607353322
1
<0.1%
3.009788507413476
1
<0.1%
3.008068406730109
1
<0.1%
3.0073061456138257
1
<0.1%
3.0067334278890407
1
<0.1%
3.006510827296219
1
<0.1%
3.006396435829609
1
<0.1%
3.00377777457345
1
<0.1%
3.003250193657044
1
<0.1%
3.0032315020762854
1
<0.1%
3.002834104046017
1
<0.1%
3.0014918869997165
1
<0.1%
3.0001168671119167
1
<0.1%
2.0096398184730986
1
<0.1%
R_11
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
R_3
0.27
R_16
0.24
D_111
-0.23
D_135
0.22
D_43
0.22
D_110
0.16
R_27
-0.10
D_42
0.09
B_8
0.09
D_134
-0.09
D_79
0.09
D_45
-0.09
D_77
-0.08
P_2
-0.08

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
target
0.11
B_38
0.07
D_117
0.06
D_63
0.06
D_68
0.05
D_120
0.05
D_88
0.04
D_126
0.03
D_114
0.03
D_64
0.03
D_66
0.02
B_31
0.01
B_30
0.01
D_116
0.01
MOST FREQUENT VALUES
0.0088454526571989
1
<0.1%
0.0097953089670015
1
<0.1%
0.0018569387811912
1
<0.1%
0.0027829304213988
1
<0.1%
0.0039051394782576
1
<0.1%
0.002866140159739
1
<0.1%
0.0095381871292718
1
<0.1%
0.0034104897488577
1
<0.1%
0.0046992937042883
1
<0.1%
0.0021533661710187
1
<0.1%
0.0063280895729286
1
<0.1%
0.0023434153838253
1
<0.1%
0.0007175885537577
1
<0.1%
0.5071000095213325
1
<0.1%
0.0058151423761988
1
<0.1%
SMALLEST VALUES
2.23597619787852e-06
1
<0.1%
2.924008653050203e-06
1
<0.1%
3.542530328797256e-06
1
<0.1%
8.437637710179137e-06
1
<0.1%
1.4664286575144514e-05
1
<0.1%
1.6547997749238873e-05
1
<0.1%
2.019919758298184e-05
1
<0.1%
2.0975440335527784e-05
1
<0.1%
2.379864110433561e-05
1
<0.1%
2.386069215713716e-05
1
<0.1%
2.393208595490193e-05
1
<0.1%
2.529456104507277e-05
1
<0.1%
2.5454512306237743e-05
1
<0.1%
2.597162897201022e-05
1
<0.1%
2.9634998173116988e-05
1
<0.1%
LARGEST VALUES
2.503399206168413
1
<0.1%
2.501330540675597
1
<0.1%
2.500767890656661
1
<0.1%
2.00912383869708
1
<0.1%
2.000257283471456
1
<0.1%
1.5098631874803627
1
<0.1%
1.5097129346667812
1
<0.1%
1.5074590226298172
1
<0.1%
1.5066407939104085
1
<0.1%
1.5057998906665422
1
<0.1%
1.5057854160224071
1
<0.1%
1.50357203331627
1
<0.1%
1.50238114489588
1
<0.1%
1.500553876189065
1
<0.1%
1.0099018881494777
1
<0.1%
B_27
MISSING:
1
(<1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
D_111
0.56
B_39
-0.28
D_134
-0.17
D_108
-0.13
D_138
0.11
B_42
0.10
D_136
-0.08
D_73
0.07
D_135
0.07
D_132
0.05
R_26
0.05
D_47
0.04
B_25
-0.04
D_106
0.03

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
D_63
0.04
D_117
0.04
D_88
0.03
B_38
0.03
D_114
0.03
D_68
0.02
D_120
0.02
D_64
0.02
B_31
0.01
target
0.01
B_30
0.01
D_87
0.01
D_126
0.01
D_116
0.00
MOST FREQUENT VALUES
0.0044733017415949
1
<0.1%
0.0052857277596004
1
<0.1%
0.0013250829204665
1
<0.1%
0.0033029444287765
1
<0.1%
0.0043220151210459
1
<0.1%
0.0043723462830495
1
<0.1%
0.0037336876303179
1
<0.1%
0.0048384144301621
1
<0.1%
0.0083123206233678
1
<0.1%
0.0073926157690874
1
<0.1%
0.0056233098989678
1
<0.1%
0.0040609758816539
1
<0.1%
0.0088654255670623
1
<0.1%
0.0012072880860038
1
<0.1%
0.0050876988312293
1
<0.1%
SMALLEST VALUES
3.700119626248721e-07
1
<0.1%
4.838460830292047e-07
1
<0.1%
3.7481950116968754e-06
1
<0.1%
6.223724843129608e-06
1
<0.1%
6.270200510587465e-06
1
<0.1%
9.070585596021586e-06
1
<0.1%
9.50828082109778e-06
1
<0.1%
1.4387225285694694e-05
1
<0.1%
1.528139763541825e-05
1
<0.1%
1.680589592872206e-05
1
<0.1%
1.8579285041656625e-05
1
<0.1%
2.2318972726769194e-05
1
<0.1%
2.494621430765287e-05
1
<0.1%
2.643414724157856e-05
1
<0.1%
3.0200828660739144e-05
1
<0.1%
LARGEST VALUES
0.0106491423178339
1
<0.1%
0.009996571588496
1
<0.1%
0.0099953706025878
1
<0.1%
0.009995361864715
1
<0.1%
0.0099939909669097
1
<0.1%
0.0099922500250991
1
<0.1%
0.0099912232621157
1
<0.1%
0.0099878132550491
1
<0.1%
0.0099853992431128
1
<0.1%
0.0099828288287411
1
<0.1%
0.0099806896825782
1
<0.1%
0.0099804924153767
1
<0.1%
0.0099796823391826
1
<0.1%
0.0099767305678013
1
<0.1%
0.0099754756325688
1
<0.1%
D_81
MISSING:
32
(<1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
D_53
0.75
D_84
0.73
D_72
0.70
D_89
0.52
R_20
0.49
R_5
0.46
R_2
0.43
R_24
0.42
R_17
0.42
R_13
0.38
P_2
-0.33
R_4
0.32
R_1
0.32
D_138
0.30

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
D_88
0.19
target
0.18
B_38
0.16
B_31
0.08
B_30
0.08
D_117
0.07
D_120
0.05
D_68
0.04
D_126
0.04
D_64
0.04
D_63
0.02
D_114
0.02
D_66
0.01
D_116
0.00
MOST FREQUENT VALUES
0.0076674811697375
1
<0.1%
0.0054565554141552
1
<0.1%
0.0053277277912256
1
<0.1%
0.0084731475239311
1
<0.1%
0.0049717015887504
1
<0.1%
0.0018822238394149
1
<0.1%
0.0024522044225619
1
<0.1%
0.0081362013826191
1
<0.1%
0.0035133812386684
1
<0.1%
0.0039999710958702
1
<0.1%
0.0076603584305539
1
<0.1%
0.0084104783837033
1
<0.1%
0.0084122811958325
1
<0.1%
0.0039931937324435
1
<0.1%
0.0009795913787505
1
<0.1%
SMALLEST VALUES
2.11344216294096e-06
1
<0.1%
3.1226019867702792e-06
1
<0.1%
4.638778598122783e-06
1
<0.1%
5.25373341364932e-06
1
<0.1%
5.595250126118056e-06
1
<0.1%
8.731783962439011e-06
1
<0.1%
9.559029248229489e-06
1
<0.1%
1.2489436234828232e-05
1
<0.1%
1.3357054547389335e-05
1
<0.1%
1.7997997669112475e-05
1
<0.1%
1.8464446565210623e-05
1
<0.1%
1.9863503842737496e-05
1
<0.1%
2.2168877648482967e-05
1
<0.1%
2.576596872463588e-05
1
<0.1%
2.7611529628809305e-05
1
<0.1%
LARGEST VALUES
7.006064821812238
1
<0.1%
7.002623682884558
1
<0.1%
7.000137410502429
1
<0.1%
6.005058751353569
1
<0.1%
5.007850968760431
1
<0.1%
5.006915560734142
1
<0.1%
5.004744798376966
1
<0.1%
5.00146405257973
1
<0.1%
5.000997336427711
1
<0.1%
5.000667912806933
1
<0.1%
4.009403833605776
1
<0.1%
4.008634132943325
1
<0.1%
4.007943642459731
1
<0.1%
3.009521434078751
1
<0.1%
3.008673216066011
1
<0.1%
D_82
MISSING:
4,095
(73%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
S_13
0.22
R_26
-0.21
B_15
0.19
D_137
-0.18
S_24
0.17
D_134
0.16
B_14
0.16
B_19
-0.16
S_8
0.15
S_22
0.15
S_6
-0.14
D_42
0.13
B_28
0.13
D_91
0.13

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
D_63
0.94
B_38
0.29
D_117
0.13
B_30
0.12
D_68
0.07
D_64
0.07
D_114
0.07
D_88
0.06
D_126
0.06
target
0.05
D_120
0.04
D_66
0.03
D_87
0.02
D_116
0.01
MOST FREQUENT VALUES
0.5054308371491767
1
<0.1%
0.5007720750142998
1
<0.1%
0.5078969612286913
1
<0.1%
0.5007220788698891
1
<0.1%
0.5023767004694469
1
<0.1%
0.5034799089530335
1
<0.1%
0.505311598968189
1
<0.1%
0.505909596610166
1
<0.1%
0.5052291391430871
1
<0.1%
0.503991995986729
1
<0.1%
0.5044927943075764
1
<0.1%
0.503008708784956
1
<0.1%
0.5091145441021839
1
<0.1%
0.5090446227234323
1
<0.1%
0.5017790901674916
1
<0.1%
SMALLEST VALUES
6.535415270653155e-06
1
<0.1%
6.984336769226273e-05
1
<0.1%
8.649547743832752e-05
1
<0.1%
0.0003405132816882
1
<0.1%
0.0004022775601919
1
<0.1%
0.000404191579972
1
<0.1%
0.000409584224684
1
<0.1%
0.0006165913347764
1
<0.1%
0.0007081725296742
1
<0.1%
0.0007520130045267
1
<0.1%
0.0009496871950619
1
<0.1%
0.0010181308555487
1
<0.1%
0.0011772568708267
1
<0.1%
0.0012916186413382
1
<0.1%
0.0013101294816093
1
<0.1%
LARGEST VALUES
1.505179022813074
1
<0.1%
1.5021971734825137
1
<0.1%
1.0099480654478228
1
<0.1%
1.0097568160993302
1
<0.1%
1.0091521015794296
1
<0.1%
1.008897029364854
1
<0.1%
1.0088579063002403
1
<0.1%
1.0086912259019227
1
<0.1%
1.0086644287328843
1
<0.1%
1.0085703472108516
1
<0.1%
1.00837227495695
1
<0.1%
1.0082017735875697
1
<0.1%
1.006965200538004
1
<0.1%
1.0067021268766114
1
<0.1%
1.00626897379164
1
<0.1%
S_17
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
B_39
-0.12
D_138
0.10
D_136
-0.10
D_111
0.09
S_7
0.08
B_42
-0.08
S_13
0.08
S_3
0.07
S_6
-0.07
S_11
0.06
S_8
0.06
B_4
0.06
B_26
0.06
B_5
0.05

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
B_38
0.07
D_88
0.04
D_68
0.04
D_117
0.03
target
0.03
D_64
0.03
D_63
0.02
D_66
0.02
D_126
0.02
B_30
0.01
B_31
0.01
D_114
0.00
D_116
0.00
D_87
0.00
MOST FREQUENT VALUES
0.0099740321657637
1
<0.1%
0.008521328173235
1
<0.1%
0.4595290405377509
1
<0.1%
0.0007406084386626
1
<0.1%
0.0087918551154157
1
<0.1%
0.00576859291294
1
<0.1%
0.0011157007645971
1
<0.1%
0.0810517484032358
1
<0.1%
0.0018184608308724
1
<0.1%
0.0042573769986773
1
<0.1%
0.0046039314518053
1
<0.1%
0.0025962134781592
1
<0.1%
0.0005999718939435
1
<0.1%
0.0081258535370797
1
<0.1%
0.0045534259029477
1
<0.1%
SMALLEST VALUES
9.622947756726677e-07
1
<0.1%
1.2969194265355366e-06
1
<0.1%
5.158207780231461e-06
1
<0.1%
7.331182768937072e-06
1
<0.1%
8.838436053214549e-06
1
<0.1%
1.247945209629564e-05
1
<0.1%
1.5207826033890593e-05
1
<0.1%
1.54713219383118e-05
1
<0.1%
1.573378093450928e-05
1
<0.1%
1.661294336078645e-05
1
<0.1%
1.749312046477991e-05
1
<0.1%
1.7701906124603094e-05
1
<0.1%
2.306911176989779e-05
1
<0.1%
2.3109306764002023e-05
1
<0.1%
2.42032954878757e-05
1
<0.1%
LARGEST VALUES
4.047782927668704
1
<0.1%
4.040509442702688
1
<0.1%
3.7343556917069662
1
<0.1%
3.728241368173882
1
<0.1%
3.6146705065676215
1
<0.1%
3.4345444659339406
1
<0.1%
3.4041903180366684
1
<0.1%
3.4026980301739003
1
<0.1%
3.315229018857942
1
<0.1%
3.171920958215513
1
<0.1%
2.776090699967577
1
<0.1%
2.7670715719416177
1
<0.1%
2.510973728638619
1
<0.1%
2.2897241720098007
1
<0.1%
2.26706276894871
1
<0.1%
R_12
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
B_24
-0.66
D_110
0.54
B_41
-0.44
R_25
-0.37
P_2
0.17
D_112
0.17
R_1
-0.17
D_48
-0.16
D_61
-0.15
B_9
-0.15
D_41
-0.15
D_55
-0.14
D_138
-0.14
B_3
-0.12

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
B_31
0.34
B_38
0.14
target
0.12
D_88
0.09
B_30
0.09
D_64
0.07
D_68
0.06
D_114
0.06
D_63
0.05
D_117
0.04
D_126
0.03
D_120
0.03
D_66
0.02
D_116
0.00
MOST FREQUENT VALUES
1.000591165467821
1
<0.1%
1.007735873968192
1
<0.1%
1.0092161302494838
1
<0.1%
1.0010987199929853
1
<0.1%
1.005480576976452
1
<0.1%
1.0066396044055912
1
<0.1%
1.0005661986472862
1
<0.1%
1.0038617270449668
1
<0.1%
1.002047947352152
1
<0.1%
1.0080458111991362
1
<0.1%
1.0052933695266375
1
<0.1%
1.0090428881311968
1
<0.1%
1.00832412552554
1
<0.1%
1.0019087536521734
1
<0.1%
1.0094108074197432
1
<0.1%
SMALLEST VALUES
-0.0881893003527122
1
<0.1%
-0.0864014425726726
1
<0.1%
-0.0853636429815484
1
<0.1%
-0.0848232549690296
1
<0.1%
-0.0844143717554708
1
<0.1%
-0.0817194943314572
1
<0.1%
-0.0812987613782492
1
<0.1%
-0.0806767004650684
1
<0.1%
-0.0799894900129539
1
<0.1%
-0.0779742498073869
1
<0.1%
-0.0772761401292012
1
<0.1%
-0.0740027326101606
1
<0.1%
-0.072924709824519
1
<0.1%
-0.0725139478908159
1
<0.1%
-0.0708725805937651
1
<0.1%
LARGEST VALUES
1.0099967770284717
1
<0.1%
1.0099963545277528
1
<0.1%
1.009995500328608
1
<0.1%
1.0099925646242562
1
<0.1%
1.0099905270058946
1
<0.1%
1.0099895667022118
1
<0.1%
1.0099888931518668
1
<0.1%
1.0099879350161387
1
<0.1%
1.009983206910707
1
<0.1%
1.0099829871455663
1
<0.1%
1.0099819315617982
1
<0.1%
1.0099815010110338
1
<0.1%
1.0099799268940657
1
<0.1%
1.0099794391363737
1
<0.1%
1.0099786556640258
1
<0.1%
B_28
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
B_4
0.75
B_14
0.68
D_55
0.58
D_58
0.58
R_19
0.55
D_75
0.55
B_15
0.54
B_18
-0.53
D_74
0.52
D_44
0.51
B_23
0.51
D_61
0.46
B_7
0.46
B_25
0.43

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
B_38
0.35
B_30
0.25
D_63
0.22
target
0.22
D_126
0.09
D_114
0.08
D_117
0.06
D_68
0.06
D_64
0.05
D_120
0.03
D_88
0.03
B_31
0.03
D_87
0.01
D_116
0.01
MOST FREQUENT VALUES
0.1126694097949188
1
<0.1%
0.0351046280741011
1
<0.1%
0.0811790633444349
1
<0.1%
0.0093809355406507
1
<0.1%
0.0552437651593177
1
<0.1%
0.2723591678328613
1
<0.1%
0.0309192318355307
1
<0.1%
0.3303942690732406
1
<0.1%
0.2168141229189315
1
<0.1%
0.014939600497261
1
<0.1%
0.007871904164788
1
<0.1%
0.1295015505137376
1
<0.1%
0.2635069998027681
1
<0.1%
0.1498461953821978
1
<0.1%
0.0451827075542126
1
<0.1%
SMALLEST VALUES
1.5193837542749612e-05
1
<0.1%
3.322884953719685e-05
1
<0.1%
0.0001055553954684
1
<0.1%
0.0001275682836435
1
<0.1%
0.0001852132260366
1
<0.1%
0.0001982135894977
1
<0.1%
0.0002304223883911
1
<0.1%
0.0002572181446112
1
<0.1%
0.0002667940314403
1
<0.1%
0.0002952413785642
1
<0.1%
0.0003036428215823
1
<0.1%
0.0003443993061078
1
<0.1%
0.000351327361942
1
<0.1%
0.0005060718777803
1
<0.1%
0.0005105345161649
1
<0.1%
LARGEST VALUES
2.892620775210388
1
<0.1%
2.8539795679056734
1
<0.1%
2.6715237000039203
1
<0.1%
2.351066669335656
1
<0.1%
2.152969548148025
1
<0.1%
2.1229031329482364
1
<0.1%
2.0812203587122955
1
<0.1%
2.0720392372783305
1
<0.1%
2.055616305162008
1
<0.1%
1.9656985516514809
1
<0.1%
1.8421108427479325
1
<0.1%
1.785768355961865
1
<0.1%
1.7150019660418891
1
<0.1%
1.6065507152779004
1
<0.1%
1.5724282746089235
1
<0.1%
R_13
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
R_5
0.78
D_89
0.71
D_84
0.60
R_17
0.56
D_53
0.47
B_39
0.39
D_81
0.38
R_4
0.36
D_111
-0.33
D_78
0.32
D_110
0.31
R_1
0.27
R_2
0.27
R_6
0.22

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
target
0.07
B_38
0.05
D_68
0.04
D_117
0.03
D_126
0.03
B_31
0.03
D_120
0.02
D_64
0.02
D_66
0.02
D_63
0.01
B_30
0.01
D_88
0.01
D_87
0.00
D_114
0.00
MOST FREQUENT VALUES
0.0081893627991223
1
<0.1%
0.0091516210959271
1
<0.1%
0.0074078127017721
1
<0.1%
0.0076990340040618
1
<0.1%
0.0081514586685773
1
<0.1%
0.0057510587874602
1
<0.1%
0.0025925609935156
1
<0.1%
0.0026590005135308
1
<0.1%
0.000320197405973
1
<0.1%
0.0015674665584784
1
<0.1%
0.0092641543707576
1
<0.1%
0.0019961433284474
1
<0.1%
0.0014543596365644
1
<0.1%
0.0058907456795178
1
<0.1%
0.0013148230237202
1
<0.1%
SMALLEST VALUES
4.604738614444326e-07
1
<0.1%
4.849312906520798e-06
1
<0.1%
6.967027929543068e-06
1
<0.1%
1.050191270130063e-05
1
<0.1%
1.0921438109271486e-05
1
<0.1%
1.2295722814913424e-05
1
<0.1%
1.4405158498467242e-05
1
<0.1%
1.499846817046846e-05
1
<0.1%
1.9648411018210463e-05
1
<0.1%
1.9706562009613737e-05
1
<0.1%
1.99359975542035e-05
1
<0.1%
2.2841298889348937e-05
1
<0.1%
2.311747518109808e-05
1
<0.1%
2.495257893023406e-05
1
<0.1%
2.601648100682641e-05
1
<0.1%
LARGEST VALUES
0.3578726769109082
1
<0.1%
0.2997388677904158
1
<0.1%
0.2029879194454623
1
<0.1%
0.1295148554025273
1
<0.1%
0.1018730428768328
1
<0.1%
0.0744217967358531
1
<0.1%
0.0721825882851593
1
<0.1%
0.0721457657825214
1
<0.1%
0.0705004237188531
1
<0.1%
0.0674068704901171
1
<0.1%
0.0668481961779435
1
<0.1%
0.065792730391707
1
<0.1%
0.0654263724101475
1
<0.1%
0.0652512889825108
1
<0.1%
0.0416149209164543
1
<0.1%
D_83
MISSING:
211
(4%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
D_69
0.25
D_110
0.15
R_25
0.13
P_2
-0.12
R_12
-0.11
D_53
0.09
R_13
0.09
B_24
0.09
D_84
0.09
D_72
0.08
B_9
0.08
D_111
0.08
R_9
-0.08
B_33
-0.08

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
B_31
0.13
target
0.07
B_38
0.07
D_63
0.07
D_64
0.06
D_68
0.04
D_126
0.04
D_117
0.03
D_66
0.01
D_114
0.01
D_120
0.01
D_88
0.00
D_116
0.00
B_30
0.00
MOST FREQUENT VALUES
0.0054149164867964
1
<0.1%
0.0063839276779526
1
<0.1%
0.0075393080444631
1
<0.1%
0.0023012989390771
1
<0.1%
0.0045815565656365
1
<0.1%
0.0068086069368566
1
<0.1%
0.0085157343069079
1
<0.1%
0.0018596579216331
1
<0.1%
0.0013677513895989
1
<0.1%
0.0028008321083393
1
<0.1%
1.0072739441505203
1
<0.1%
0.0059133950950793
1
<0.1%
0.0006374252866909
1
<0.1%
0.0045164523009099
1
<0.1%
0.0004811274878877
1
<0.1%
SMALLEST VALUES
7.118919931281553e-07
1
<0.1%
1.0772592906627132e-06
1
<0.1%
1.7947206456558896e-06
1
<0.1%
3.8132052933781416e-06
1
<0.1%
1.5065879852794728e-05
1
<0.1%
1.5391716851429483e-05
1
<0.1%
1.685401639225481e-05
1
<0.1%
2.3417126598799243e-05
1
<0.1%
2.3486108746394453e-05
1
<0.1%
2.459817550503396e-05
1
<0.1%
2.5544336254825773e-05
1
<0.1%
2.748712804091724e-05
1
<0.1%
2.7785100886775773e-05
1
<0.1%
2.8482755731420453e-05
1
<0.1%
2.8846170515525183e-05
1
<0.1%
LARGEST VALUES
12.007591528028804
1
<0.1%
10.002255470524688
1
<0.1%
4.008171290735505
1
<0.1%
4.005201033607087
1
<0.1%
4.004090875096595
1
<0.1%
4.00118180303754
1
<0.1%
3.0087378995701366
1
<0.1%
3.007316711212721
1
<0.1%
3.0065808622031525
1
<0.1%
3.0055190388897026
1
<0.1%
3.004856538003532
1
<0.1%
3.00418485068352
1
<0.1%
3.0016088068951765
1
<0.1%
3.0014033784413847
1
<0.1%
3.0013147335043926
1
<0.1%
R_14
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
R_6
0.51
D_53
0.33
R_24
0.31
B_42
0.29
R_20
0.29
D_111
0.29
R_2
0.20
D_72
0.19
D_84
0.16
D_81
0.14
R_1
0.12
P_2
-0.09
R_4
0.08
D_138
0.08

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
B_38
0.05
target
0.04
D_64
0.03
D_63
0.03
D_117
0.02
B_30
0.02
D_114
0.02
D_126
0.02
D_68
0.02
B_31
0.01
D_66
0.01
D_120
0.00
D_88
0.00
D_116
0.00
MOST FREQUENT VALUES
0.0099596413523993
1
<0.1%
0.0006199775966065
1
<0.1%
0.0004252449072229
1
<0.1%
0.0011164237116808
1
<0.1%
0.006531581745333
1
<0.1%
0.0069919281827172
1
<0.1%
0.0022769968422059
1
<0.1%
0.0048220585957793
1
<0.1%
0.0072814677044637
1
<0.1%
0.0089503228338105
1
<0.1%
0.0080923065744082
1
<0.1%
0.007410300749103
1
<0.1%
4.914904946856535e-05
1
<0.1%
0.0024521428638994
1
<0.1%
0.5705942348615517
1
<0.1%
SMALLEST VALUES
3.066167714471657e-06
1
<0.1%
5.843169858582576e-06
1
<0.1%
1.0973478132739743e-05
1
<0.1%
1.223115027217836e-05
1
<0.1%
1.467511272123967e-05
1
<0.1%
1.4966389669970326e-05
1
<0.1%
1.726594629042677e-05
1
<0.1%
1.911220075751285e-05
1
<0.1%
1.954650355883936e-05
1
<0.1%
2.0931539335216075e-05
1
<0.1%
2.0932109577379565e-05
1
<0.1%
2.186652729214811e-05
1
<0.1%
2.525340819516053e-05
1
<0.1%
2.6953408556447124e-05
1
<0.1%
2.80426484440377e-05
1
<0.1%
LARGEST VALUES
443.5155218966868
1
<0.1%
343.20059374905964
1
<0.1%
263.1558159282258
1
<0.1%
225.71130704639685
1
<0.1%
195.6421056894644
1
<0.1%
165.07370194685316
1
<0.1%
48.64146752286265
1
<0.1%
44.97658561006814
1
<0.1%
34.80379699162536
1
<0.1%
26.0348717077989
1
<0.1%
25.578825128024523
1
<0.1%
24.14431304376949
1
<0.1%
21.49533881442196
1
<0.1%
18.933792262254205
1
<0.1%
17.26203320371505
1
<0.1%
R_15
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
R_1
0.48
P_3
-0.32
R_4
0.31
R_2
0.29
R_5
0.25
R_8
0.23
D_84
0.20
D_89
0.20
P_2
-0.19
D_78
0.17
R_10
0.16
B_39
-0.16
R_13
0.16
D_110
0.15

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
target
0.14
B_38
0.13
B_30
0.06
D_68
0.05
D_120
0.04
D_114
0.04
D_126
0.03
D_64
0.02
B_31
0.02
D_117
0.02
D_63
0.01
D_66
0.01
D_88
0.00
D_116
0.00
MOST FREQUENT VALUES
0.0060665016241652
1
<0.1%
0.0006157202413301
1
<0.1%
0.002443429839658
1
<0.1%
0.005065708251047
1
<0.1%
0.0041388975365796
1
<0.1%
0.002768342600756
1
<0.1%
0.0071527927554351
1
<0.1%
0.0034941420982883
1
<0.1%
0.0091143704343332
1
<0.1%
0.0064152337500866
1
<0.1%
0.0039164576930065
1
<0.1%
0.0024529586712823
1
<0.1%
0.0069450480300987
1
<0.1%
0.0091862053259885
1
<0.1%
0.0047919694715393
1
<0.1%
SMALLEST VALUES
2.5214357982428216e-06
1
<0.1%
2.904640296595984e-06
1
<0.1%
3.796168088778806e-06
1
<0.1%
6.18914740208365e-06
1
<0.1%
6.2295449802474144e-06
1
<0.1%
1.0159021771858346e-05
1
<0.1%
1.1145046977260045e-05
1
<0.1%
1.263083943116139e-05
1
<0.1%
1.3293775985101508e-05
1
<0.1%
1.3957221619893546e-05
1
<0.1%
1.987062567469278e-05
1
<0.1%
1.9905584644367424e-05
1
<0.1%
2.1776097493869663e-05
1
<0.1%
2.509159479405776e-05
1
<0.1%
3.1585441249765144e-05
1
<0.1%
LARGEST VALUES
1.009914271818667
1
<0.1%
1.0099083827453457
1
<0.1%
1.009827280026866
1
<0.1%
1.009593970298171
1
<0.1%
1.0095580951796803
1
<0.1%
1.009544820760632
1
<0.1%
1.0091608214898775
1
<0.1%
1.008996063941621
1
<0.1%
1.00896574711925
1
<0.1%
1.008934678859985
1
<0.1%
1.008892813119421
1
<0.1%
1.0087251366463907
1
<0.1%
1.00847489349693
1
<0.1%
1.0084657799423342
1
<0.1%
1.0083610358088435
1
<0.1%
D_84
MISSING:
34
(<1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
D_53
0.75
R_5
0.74
D_81
0.73
D_89
0.69
D_72
0.64
R_20
0.64
R_17
0.62
R_13
0.60
R_2
0.57
R_24
0.54
R_4
0.49
R_1
0.45
D_78
0.39
R_8
0.38

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
target
0.18
B_38
0.14
B_31
0.07
D_117
0.06
B_30
0.06
D_120
0.05
D_64
0.04
D_126
0.03
D_68
0.03
D_114
0.03
D_88
0.02
D_66
0.02
D_63
0.01
D_116
0.00
MOST FREQUENT VALUES
0.0093004622401801
1
<0.1%
0.0075605355232766
1
<0.1%
0.0068860383446419
1
<0.1%
0.0049783859903309
1
<0.1%
0.0018745354668604
1
<0.1%
0.0064488613432189
1
<0.1%
0.009357239241841
1
<0.1%
0.0080600188606381
1
<0.1%
0.00959648655151
1
<0.1%
0.0084290521484454
1
<0.1%
0.0036647852687193
1
<0.1%
0.0016479239818611
1
<0.1%
0.000705892732001
1
<0.1%
0.0097594215899895
1
<0.1%
0.0033818240763417
1
<0.1%
SMALLEST VALUES
3.339441228722429e-07
1
<0.1%
1.7675273460970864e-06
1
<0.1%
3.324236781235834e-06
1
<0.1%
3.461872990998538e-06
1
<0.1%
7.82467779119167e-06
1
<0.1%
1.007957883133792e-05
1
<0.1%
1.083770216636526e-05
1
<0.1%
1.1451534490983797e-05
1
<0.1%
1.183670829593253e-05
1
<0.1%
1.2010129076039931e-05
1
<0.1%
1.4864799482309231e-05
1
<0.1%
1.6040989079305622e-05
1
<0.1%
2.082142209695381e-05
1
<0.1%
2.3710165435288923e-05
1
<0.1%
2.6081506723228952e-05
1
<0.1%
LARGEST VALUES
7.00766006950296
1
<0.1%
6.508024006165165
1
<0.1%
5.507184239618182
1
<0.1%
5.0082849246440695
1
<0.1%
4.007482234815539
1
<0.1%
4.005767216599405
1
<0.1%
4.003413962341008
1
<0.1%
4.002124265444273
1
<0.1%
3.509805085521935
1
<0.1%
2.507928272628847
1
<0.1%
2.502308267216214
1
<0.1%
2.501659914033904
1
<0.1%
2.501433487918725
1
<0.1%
2.501004763260449
1
<0.1%
2.5001866161677366
1
<0.1%
R_16
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
D_43
0.64
R_3
0.54
D_108
0.33
D_110
0.30
R_11
0.24
D_111
0.20
D_42
0.19
R_1
0.13
P_2
-0.11
S_3
0.11
D_138
0.11
S_7
0.11
B_8
0.10
R_27
-0.10

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
target
0.14
B_38
0.10
D_120
0.09
D_68
0.08
D_126
0.05
D_117
0.05
D_114
0.04
B_30
0.04
D_64
0.04
D_63
0.03
D_66
0.03
B_31
0.01
D_88
0.01
D_116
0.00
MOST FREQUENT VALUES
0.0075684548905434
1
<0.1%
0.0074774051750593
1
<0.1%
0.0065509751125047
1
<0.1%
0.0079106301884228
1
<0.1%
0.0088281865541292
1
<0.1%
0.0074088767735255
1
<0.1%
0.0046648805708188
1
<0.1%
0.0053197495775934
1
<0.1%
0.006815684862897
1
<0.1%
0.0060846206324504
1
<0.1%
0.0004598727848786
1
<0.1%
0.0022760505149791
1
<0.1%
0.006305896367326
1
<0.1%
0.0085909518652899
1
<0.1%
1.5062694297466506
1
<0.1%
SMALLEST VALUES
3.97494993638059e-07
1
<0.1%
2.2791529837518086e-06
1
<0.1%
2.8690699959044163e-06
1
<0.1%
3.302322923497414e-06
1
<0.1%
3.6798472934684857e-06
1
<0.1%
8.426961062862893e-06
1
<0.1%
1.4465936855436734e-05
1
<0.1%
1.700264996566392e-05
1
<0.1%
1.8667374164945683e-05
1
<0.1%
1.9031367560590208e-05
1
<0.1%
2.43423207831428e-05
1
<0.1%
2.454743864638398e-05
1
<0.1%
2.493165006533293e-05
1
<0.1%
2.5835853461594338e-05
1
<0.1%
2.5869016682453785e-05
1
<0.1%
LARGEST VALUES
4.507320408560181
1
<0.1%
4.503361111937687
1
<0.1%
3.5054422848327813
1
<0.1%
3.0061778244674766
1
<0.1%
2.5087617802117714
1
<0.1%
2.5077341663585533
1
<0.1%
2.5074295240513726
1
<0.1%
2.506697202186626
1
<0.1%
2.5066739458670844
1
<0.1%
2.503001270142984
1
<0.1%
2.00949731063136
1
<0.1%
2.0088332309463413
1
<0.1%
2.0071723503126964
1
<0.1%
2.006906835310461
1
<0.1%
2.005476523681061
1
<0.1%
B_29
MISSING:
5,228
(93%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
B_42
0.80
B_26
0.73
D_50
0.53
D_49
0.47
D_137
-0.44
D_136
0.43
R_26
0.42
D_106
0.35
R_9
0.34
B_5
0.30
D_142
0.26
D_41
0.26
D_138
-0.25
D_73
0.21

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
D_63
0.04
B_38
0.04
D_117
0.04
D_68
0.02
D_114
0.01
target
0.01
B_30
0.01
D_120
0.01
D_126
0.01
D_66
0.01
D_64
0.01
B_31
0.00
D_88
0.00
D_116
0.00
MOST FREQUENT VALUES
0.0096010939250437
1
0.2%
0.0070108733155566
1
0.2%
0.0091529323030792
1
0.2%
0.0065633719201883
1
0.2%
0.0043844404649309
1
0.2%
0.0043064157774519
1
0.2%
0.0068042806671838
1
0.2%
0.0084514820932954
1
0.2%
0.0074009547990924
1
0.2%
0.0052244391290903
1
0.2%
0.8028038890628394
1
0.2%
0.0016612133191351
1
0.2%
0.0040653719656256
1
0.2%
0.0053260340758328
1
0.2%
0.0014039556313625
1
0.2%
SMALLEST VALUES
3.230486735170679e-06
1
0.2%
4.108077170197344e-05
1
0.2%
4.626649736131805e-05
1
0.2%
7.038920845987562e-05
1
0.2%
0.0001002259132805
1
0.2%
0.0001096074393804
1
0.2%
0.000176668502549
1
0.2%
0.0001864051726369
1
0.2%
0.0001907520558409
1
0.2%
0.0002152261388595
1
0.2%
0.000236556214311
1
0.2%
0.0002437268268743
1
0.2%
0.0002641641741885
1
0.2%
0.0002801847583282
1
0.2%
0.0002908584748119
1
0.2%
LARGEST VALUES
3.04381631851124
1
0.2%
2.4344351984492727
1
0.2%
0.8028038890628394
1
0.2%
0.0845299907186998
1
0.2%
0.0099681821114743
1
0.2%
0.0099391839551878
1
0.2%
0.0099156038795996
1
0.2%
0.0099154874987337
1
0.2%
0.0098797492658262
1
0.2%
0.0098643866687514
1
0.2%
0.0098391958663262
1
0.2%
0.0098133100738018
1
0.2%
0.0097832388358043
1
0.2%
0.0097810244378349
1
0.2%
0.0097734325472826
1
0.2%
B_30
MISSING:
1
(<1%)
TOP CATEGORIES
target
0.0
4,870
86%
846
17%
1.0
718
13%
446
62%
2.0
46
<1%
21
46%
ALL
5,634
100%
1,314
23%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
B_30
PROVIDES INFORMATION ON...
D_87
0.21
B_38
0.11
target
0.10
D_88
0.05
B_31
0.05
D_63
0.02
D_116
0.02
D_114
0.01
D_120
0.01
D_117
0.01
D_64
0.00
D_68
0.00
D_126
0.00
D_66
0.00

THESE FEATURES
GIVE INFORMATION
ON B_30:
B_38
0.41
target
0.13
D_63
0.03
D_117
0.02
D_64
0.01
D_68
0.01
D_114
0.01
D_120
0.00
D_126
0.00
B_31
0.00
D_88
0.00
D_87
0.00
D_66
0.00
D_116
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
B_30
CORRELATION RATIO WITH...
B_22
0.80
B_19
0.79
B_3
0.75
B_37
0.66
B_1
0.66
B_11
0.64
B_2
0.61
B_20
0.58
B_16
0.53
B_7
0.52
B_23
0.51
B_33
0.51
B_18
0.51
B_17
0.50
S_18
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
D_110
-0.54
B_13
0.39
B_12
0.38
B_14
0.37
B_15
0.35
B_5
0.28
B_39
0.24
B_28
0.23
S_26
0.23
S_13
0.19
D_96
0.18
S_5
0.17
D_49
0.16
D_76
0.15

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
D_63
0.18
B_38
0.11
D_117
0.06
D_114
0.05
D_64
0.04
D_126
0.04
D_68
0.04
B_30
0.03
B_31
0.01
D_120
0.01
D_88
0.00
target
0.00
D_116
0.00
D_87
0.00
MOST FREQUENT VALUES
0.0020112300753868
1
<0.1%
0.0056391906170675
1
<0.1%
0.0032043369711447
1
<0.1%
0.0004452622297505
1
<0.1%
0.0034738191433492
1
<0.1%
0.0025944046762968
1
<0.1%
0.0059632355100313
1
<0.1%
0.0095024120286389
1
<0.1%
0.000583723405907
1
<0.1%
0.0031043772738676
1
<0.1%
0.0085426226454083
1
<0.1%
0.0033806512203455
1
<0.1%
0.0001304131833449
1
<0.1%
0.005987715063148
1
<0.1%
0.0018153618703293
1
<0.1%
SMALLEST VALUES
1.0340531050645477e-07
1
<0.1%
3.859531263928906e-06
1
<0.1%
4.069598917925132e-06
1
<0.1%
7.212600314274731e-06
1
<0.1%
1.4614610858753042e-05
1
<0.1%
1.546896791686847e-05
1
<0.1%
1.825480505743604e-05
1
<0.1%
2.0249742862453736e-05
1
<0.1%
2.1066772362875464e-05
1
<0.1%
2.2331120986190945e-05
1
<0.1%
2.458797467632889e-05
1
<0.1%
2.760438214825189e-05
1
<0.1%
2.7731551504511787e-05
1
<0.1%
2.935720696430444e-05
1
<0.1%
3.23508297393027e-05
1
<0.1%
LARGEST VALUES
1.0099997562418443
1
<0.1%
1.0099108558691698
1
<0.1%
1.0097937541667423
1
<0.1%
1.009727478516926
1
<0.1%
1.0096801676889933
1
<0.1%
1.0095965585777122
1
<0.1%
1.0095571147771358
1
<0.1%
1.0092470415316543
1
<0.1%
1.0092406655421484
1
<0.1%
1.0091757711673022
1
<0.1%
1.0090711650877096
1
<0.1%
1.0089339294971376
1
<0.1%
1.008879676145819
1
<0.1%
1.0088624027134516
1
<0.1%
1.0088385807458662
1
<0.1%
D_86
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
S_13
0.22
B_13
0.22
D_92
0.21
B_12
0.20
S_8
0.18
D_51
0.17
B_15
0.15
B_14
0.15
S_11
0.15
B_5
0.14
D_127
0.13
D_96
0.13
S_26
0.12
D_62
0.12

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
B_38
0.16
D_63
0.15
D_117
0.09
target
0.08
B_30
0.07
D_66
0.05
D_64
0.04
D_126
0.03
D_114
0.03
D_68
0.03
D_120
0.02
B_31
0.01
D_88
0.01
D_116
0.00
MOST FREQUENT VALUES
0.0015403652584103
1
<0.1%
0.0089732836785434
1
<0.1%
0.0030744613046659
1
<0.1%
0.0028449483203616
1
<0.1%
0.0058732580485455
1
<0.1%
0.0047913505903951
1
<0.1%
0.0079438160601141
1
<0.1%
0.0017397655586909
1
<0.1%
0.00666670270778
1
<0.1%
0.0021204011048427
1
<0.1%
0.0083598875809887
1
<0.1%
0.0062535208931335
1
<0.1%
0.0077456795680864
1
<0.1%
0.0098222304148048
1
<0.1%
0.0035070636551541
1
<0.1%
SMALLEST VALUES
2.733133118949516e-06
1
<0.1%
6.532754518409068e-06
1
<0.1%
1.27520702016537e-05
1
<0.1%
1.5780031264865935e-05
1
<0.1%
1.831979529505312e-05
1
<0.1%
2.013803522186719e-05
1
<0.1%
2.0546465712530937e-05
1
<0.1%
2.2462903639508536e-05
1
<0.1%
2.3557734482595463e-05
1
<0.1%
2.619715423447521e-05
1
<0.1%
2.7616855060793588e-05
1
<0.1%
3.446236393780944e-05
1
<0.1%
3.668924428951948e-05
1
<0.1%
3.755601408144904e-05
1
<0.1%
3.842938570065569e-05
1
<0.1%
LARGEST VALUES
1.0099710858612987
1
<0.1%
1.0099456171327648
1
<0.1%
1.009938427411966
1
<0.1%
1.0099292303750969
1
<0.1%
1.0099202789596982
1
<0.1%
1.009916436046039
1
<0.1%
1.009828499514609
1
<0.1%
1.0097571277579336
1
<0.1%
1.009755012995447
1
<0.1%
1.0096874438369334
1
<0.1%
1.009665788327741
1
<0.1%
1.0095816085248266
1
<0.1%
1.0095607961245112
1
<0.1%
1.00954244387702
1
<0.1%
1.0093533106232009
1
<0.1%
D_87
MISSING:
5,634
(>99%)
TOP CATEGORIES
target
1.0
1
100%
1
100%
ALL
1
100%
1,314
23%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
D_87
PROVIDES INFORMATION ON...
B_30
0.00
target
0.00
D_63
0.00
B_38
0.00
D_117
0.00
D_64
0.00
D_68
0.00
D_114
0.00
D_126
0.00
D_120
0.00
D_66
0.00
B_31
0.00
D_116
0.00
D_88
0.00

THESE FEATURES
GIVE INFORMATION
ON D_87:
B_38
0.38
D_117
0.23
B_30
0.21
D_63
0.18
D_68
0.16
target
0.15
D_64
0.14
D_114
0.06
D_126
0.03
D_120
0.01
D_66
0.01
B_31
0.00
D_88
0.00
D_116
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
D_87
CORRELATION RATIO WITH...
D_54
0.10
B_32
0.09
S_25
0.06
S_23
0.04
B_11
0.04
B_37
0.04
B_1
0.04
B_19
0.03
D_112
0.03
D_41
0.03
B_20
0.03
B_23
0.03
B_7
0.03
B_22
0.03
R_17
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
R_5
0.71
D_89
0.65
D_84
0.62
R_13
0.56
D_53
0.52
D_81
0.42
R_4
0.39
R_20
0.32
D_72
0.30
R_2
0.29
R_1
0.28
D_78
0.28
D_108
-0.26
R_24
0.24

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
target
0.09
B_38
0.07
D_117
0.04
D_120
0.04
B_30
0.03
D_64
0.03
D_68
0.02
D_126
0.02
D_63
0.01
D_88
0.01
D_116
0.01
D_66
0.00
D_114
0.00
B_31
0.00
MOST FREQUENT VALUES
0.0006126819591597
1
<0.1%
0.0078720609652952
1
<0.1%
0.0098994373901952
1
<0.1%
0.0074799076437293
1
<0.1%
0.0047028515002752
1
<0.1%
0.0011271265352695
1
<0.1%
0.0008482191622385
1
<0.1%
0.0070738746010634
1
<0.1%
0.0010856336751333
1
<0.1%
0.0013672315582152
1
<0.1%
0.0007098888272793
1
<0.1%
0.0035756079435034
1
<0.1%
0.0011407565991991
1
<0.1%
0.0056425472747646
1
<0.1%
0.0070267481748526
1
<0.1%
SMALLEST VALUES
2.013294779132924e-06
1
<0.1%
2.6110739896201275e-06
1
<0.1%
5.510630764890001e-06
1
<0.1%
9.464946202295545e-06
1
<0.1%
1.0011849970639197e-05
1
<0.1%
1.3926821913938792e-05
1
<0.1%
1.449235995999998e-05
1
<0.1%
1.4889671655070602e-05
1
<0.1%
2.0943296478108664e-05
1
<0.1%
2.335893742892448e-05
1
<0.1%
2.5361381335196056e-05
1
<0.1%
2.629790659711584e-05
1
<0.1%
2.6824206859434875e-05
1
<0.1%
2.850416530616462e-05
1
<0.1%
2.8525852264922324e-05
1
<0.1%
LARGEST VALUES
0.1753142526336251
1
<0.1%
0.1499825646063129
1
<0.1%
0.1486506912568625
1
<0.1%
0.118899093147267
1
<0.1%
0.1169403612649695
1
<0.1%
0.0933839462550298
1
<0.1%
0.0922734212724943
1
<0.1%
0.0892965660774043
1
<0.1%
0.0861099267926315
1
<0.1%
0.0638161404479664
1
<0.1%
0.0626277447834509
1
<0.1%
0.0610184304583507
1
<0.1%
0.0594894766654858
1
<0.1%
0.0592134937774506
1
<0.1%
0.0379761323707725
1
<0.1%
R_18
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
B_39
-0.49
D_73
0.16
D_110
0.15
D_138
0.10
D_135
-0.10
D_111
-0.09
D_132
0.09
D_50
-0.06
D_72
0.05
S_9
-0.05
R_9
0.04
D_82
-0.04
D_56
-0.04
D_106
0.04

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
D_117
0.04
B_38
0.04
D_63
0.04
D_68
0.03
B_30
0.03
D_88
0.03
D_64
0.03
D_120
0.02
B_31
0.02
D_114
0.02
D_66
0.02
D_87
0.02
D_126
0.01
D_116
0.01
MOST FREQUENT VALUES
0.000430495216279
1
<0.1%
0.0065150044370403
1
<0.1%
0.0072912300452065
1
<0.1%
0.0013396083411231
1
<0.1%
0.0016368801010267
1
<0.1%
0.0031763999301592
1
<0.1%
0.0098465263079175
1
<0.1%
0.0004651268760647
1
<0.1%
0.0044893312216304
1
<0.1%
0.0083636484135454
1
<0.1%
0.0087270316230116
1
<0.1%
0.0071506693572518
1
<0.1%
0.0006657105305365
1
<0.1%
0.009725633682375
1
<0.1%
0.0020052910645807
1
<0.1%
SMALLEST VALUES
3.0157594176116743e-06
1
<0.1%
3.947817236867879e-06
1
<0.1%
4.437470176738012e-06
1
<0.1%
5.045100211374942e-06
1
<0.1%
6.275651408564897e-06
1
<0.1%
7.128378807016444e-06
1
<0.1%
1.4055022300776263e-05
1
<0.1%
1.4916209041031524e-05
1
<0.1%
1.978287292586756e-05
1
<0.1%
2.3068916023293307e-05
1
<0.1%
2.405225332928751e-05
1
<0.1%
2.4290415841585754e-05
1
<0.1%
2.872586303362401e-05
1
<0.1%
3.15860770416454e-05
1
<0.1%
3.290245168616424e-05
1
<0.1%
LARGEST VALUES
0.0736068193867854
1
<0.1%
0.0099979412749861
1
<0.1%
0.0099974267970618
1
<0.1%
0.0099965154767837
1
<0.1%
0.0099950477424449
1
<0.1%
0.0099945003974645
1
<0.1%
0.0099934976163046
1
<0.1%
0.0099929557780771
1
<0.1%
0.0099929276413704
1
<0.1%
0.0099912282563678
1
<0.1%
0.0099906674858374
1
<0.1%
0.0099898875187769
1
<0.1%
0.009989109420242
1
<0.1%
0.0099870810382218
1
<0.1%
0.0099839446687367
1
<0.1%
D_88
MISSING:
5,630
(>99%)
TOP CATEGORIES
target
0.0252551460301581
1
20%
1
100%
0.0721201362010633
1
20%
1
100%
0.0090217912752449
1
20%
0
0%
0.2169913233667224
1
20%
1
100%
0.1098522197177449
1
20%
0
0%
ALL
5
100%
1,314
23%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
D_88
PROVIDES INFORMATION ON...
D_126
0.00
target
0.00
D_63
0.00
D_66
0.00
D_68
0.00
D_117
0.00
B_38
0.00
B_30
0.00
D_114
0.00
D_64
0.00
D_120
0.00
B_31
0.00
D_116
0.00
D_87
0.00

THESE FEATURES
GIVE INFORMATION
ON D_88:
D_117
0.25
B_38
0.21
D_68
0.20
D_126
0.17
D_63
0.14
target
0.10
D_64
0.09
D_114
0.06
D_66
0.06
B_30
0.05
D_120
0.01
B_31
0.00
D_116
0.00
D_87
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
D_88
CORRELATION RATIO WITH...
R_25
0.23
D_81
0.19
D_41
0.13
B_24
0.10
D_54
0.10
R_12
0.09
B_11
0.09
S_9
0.09
B_37
0.08
B_1
0.08
D_96
0.08
D_133
0.07
D_112
0.07
B_23
0.07
B_31
MISSING:
---
TOP CATEGORIES
target
1
5,618
>99%
1,307
23%
0
17
<1%
7
41%
ALL
5,635
100%
1,314
23%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
B_31
PROVIDES INFORMATION ON...
B_30
0.00
B_38
0.00
D_114
0.00
D_66
0.00
D_117
0.00
target
0.00
D_64
0.00
D_68
0.00
D_116
0.00
D_88
0.00
D_87
0.00
D_120
0.00
D_63
0.00
D_126
0.00

THESE FEATURES
GIVE INFORMATION
ON B_31:
B_38
0.08
B_30
0.05
D_117
0.04
D_68
0.03
D_114
0.03
D_64
0.02
target
0.01
D_66
0.01
D_120
0.00
D_63
0.00
D_126
0.00
D_88
0.00
D_116
0.00
D_87
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
B_31
CORRELATION RATIO WITH...
R_25
0.67
B_24
0.47
R_12
0.34
D_83
0.13
R_26
0.11
B_41
0.10
R_1
0.09
D_81
0.08
D_79
0.08
B_3
0.07
D_84
0.07
B_11
0.06
B_37
0.06
R_8
0.06
S_19
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
D_108
0.37
D_73
-0.13
B_39
0.13
B_42
0.13
S_20
0.09
R_21
0.08
R_26
-0.06
D_136
-0.06
D_49
-0.05
D_134
-0.05
D_135
0.05
S_16
0.04
D_142
-0.03
D_122
-0.03

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
B_38
0.05
D_68
0.04
D_63
0.04
D_117
0.03
D_88
0.02
D_64
0.02
B_30
0.02
D_126
0.02
D_66
0.01
B_31
0.01
D_116
0.01
D_114
0.01
D_87
0.01
target
0.01
MOST FREQUENT VALUES
0.0014932216721331
1
<0.1%
0.0064691388851722
1
<0.1%
0.0020478769829146
1
<0.1%
0.0096585065729644
1
<0.1%
0.0010436272831908
1
<0.1%
0.0041403587499663
1
<0.1%
0.0041636256763651
1
<0.1%
0.0060694677110354
1
<0.1%
0.0057265476292978
1
<0.1%
0.0042304072374126
1
<0.1%
0.0035836407796643
1
<0.1%
0.002929539586264
1
<0.1%
0.0023193554674603
1
<0.1%
0.0037316007880704
1
<0.1%
0.0055423600536573
1
<0.1%
SMALLEST VALUES
1.611738163731502e-07
1
<0.1%
1.5454747200172035e-06
1
<0.1%
2.737230935676572e-06
1
<0.1%
3.198659325557296e-06
1
<0.1%
5.79219475124404e-06
1
<0.1%
6.541436140512502e-06
1
<0.1%
7.047361348153647e-06
1
<0.1%
7.165963121563701e-06
1
<0.1%
8.950398008996663e-06
1
<0.1%
1.0767015783127443e-05
1
<0.1%
1.4076039025947562e-05
1
<0.1%
1.7121583628089132e-05
1
<0.1%
1.949038885866061e-05
1
<0.1%
1.955249062224773e-05
1
<0.1%
2.2112855872582493e-05
1
<0.1%
LARGEST VALUES
0.0493086675434976
1
<0.1%
0.0341725278776852
1
<0.1%
0.0290171910498247
1
<0.1%
0.0252512097873937
1
<0.1%
0.0132798564670169
1
<0.1%
0.0129802547809405
1
<0.1%
0.0118156041087962
1
<0.1%
0.0115463694537494
1
<0.1%
0.0104671963038845
1
<0.1%
0.0103602845192919
1
<0.1%
0.0099999724046574
1
<0.1%
0.0099991917340541
1
<0.1%
0.0099985357658495
1
<0.1%
0.0099955673636358
1
<0.1%
0.0099930419764735
1
<0.1%
R_19
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
B_28
0.55
B_4
0.37
D_44
0.28
B_14
0.28
D_58
0.26
D_55
0.26
B_22
0.26
D_75
0.26
B_11
0.25
B_20
0.24
D_74
0.23
B_25
0.23
B_1
0.23
B_3
0.23

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
B_38
0.19
D_63
0.12
B_30
0.12
target
0.10
D_126
0.06
D_117
0.06
D_114
0.05
D_68
0.04
D_64
0.03
D_120
0.02
B_31
0.02
D_66
0.01
D_88
0.00
D_116
0.00
MOST FREQUENT VALUES
0.0048396126227969
1
<0.1%
0.0080035190475902
1
<0.1%
0.0030021865953371
1
<0.1%
0.0027373747600338
1
<0.1%
0.0078917324955881
1
<0.1%
0.0088919130442359
1
<0.1%
0.0018497605459444
1
<0.1%
0.0069767160029359
1
<0.1%
0.0069559384709141
1
<0.1%
0.00549843157757
1
<0.1%
0.0062846827091052
1
<0.1%
0.006814378536504
1
<0.1%
0.0024643993176628
1
<0.1%
0.0080344694779713
1
<0.1%
0.0007939743048758
1
<0.1%
SMALLEST VALUES
1.4371651666289509e-07
1
<0.1%
1.513279052187677e-06
1
<0.1%
2.533725120257291e-06
1
<0.1%
2.679630255898457e-06
1
<0.1%
2.864577707605287e-06
1
<0.1%
4.628259386375566e-06
1
<0.1%
5.80842727313402e-06
1
<0.1%
7.18966671767185e-06
1
<0.1%
8.832721704730152e-06
1
<0.1%
1.0617759210288514e-05
1
<0.1%
1.4519675021403832e-05
1
<0.1%
2.145205198520239e-05
1
<0.1%
2.18499333646316e-05
1
<0.1%
2.32693300618958e-05
1
<0.1%
2.474933224760334e-05
1
<0.1%
LARGEST VALUES
1.0099899147674056
1
<0.1%
1.009949502878372
1
<0.1%
1.0098778737720957
1
<0.1%
1.0098350169556165
1
<0.1%
1.0097160955461812
1
<0.1%
1.009647004245694
1
<0.1%
1.009643777034704
1
<0.1%
1.0094911447362684
1
<0.1%
1.009444065350933
1
<0.1%
1.0093272397049229
1
<0.1%
1.0092817096975384
1
<0.1%
1.0088785053699847
1
<0.1%
1.00875908231373
1
<0.1%
1.0086717273743706
1
<0.1%
1.0085212626023554
1
<0.1%
B_32
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
B_19
0.33
B_20
0.28
B_3
0.26
B_16
0.24
D_73
0.23
B_2
-0.22
B_7
0.20
B_23
0.20
D_75
0.20
B_18
-0.20
B_33
-0.19
B_22
0.19
D_58
0.19
D_74
0.18

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
B_38
0.39
B_30
0.26
target
0.13
D_87
0.09
D_63
0.08
D_117
0.08
D_64
0.06
D_68
0.05
D_126
0.05
D_120
0.02
D_114
0.02
D_66
0.02
B_31
0.01
D_88
0.00
MOST FREQUENT VALUES
0.0088786074168782
1
<0.1%
0.0074846549894373
1
<0.1%
0.0095424353960536
1
<0.1%
0.0090527061007794
1
<0.1%
0.0043715736878854
1
<0.1%
0.0043435689244944
1
<0.1%
0.001288876675134
1
<0.1%
0.0077648389381864
1
<0.1%
0.0011042656664371
1
<0.1%
0.0093763082686685
1
<0.1%
0.005900721817921
1
<0.1%
0.0063841937116988
1
<0.1%
0.0045250541362005
1
<0.1%
0.0072619534200033
1
<0.1%
0.0062751550070731
1
<0.1%
SMALLEST VALUES
2.4689363654073484e-07
1
<0.1%
2.0290166354419715e-06
1
<0.1%
3.830570983661686e-06
1
<0.1%
4.43334808666429e-06
1
<0.1%
4.67560459544214e-06
1
<0.1%
4.693247909615117e-06
1
<0.1%
4.7455025953757615e-06
1
<0.1%
5.192782831671128e-06
1
<0.1%
6.401025747171385e-06
1
<0.1%
6.530634632067045e-06
1
<0.1%
6.808625073826402e-06
1
<0.1%
8.109656239998486e-06
1
<0.1%
9.496653358075369e-06
1
<0.1%
9.899264262359651e-06
1
<0.1%
1.021903521675638e-05
1
<0.1%
LARGEST VALUES
1.0099538235722207
1
<0.1%
1.009946940267344
1
<0.1%
1.009921790045118
1
<0.1%
1.0098686972201765
1
<0.1%
1.0096451143868417
1
<0.1%
1.009623468746488
1
<0.1%
1.009494622694113
1
<0.1%
1.0094912874491233
1
<0.1%
1.0094872780690791
1
<0.1%
1.0092941459809617
1
<0.1%
1.0092452885517098
1
<0.1%
1.0091375599691577
1
<0.1%
1.0090017859459943
1
<0.1%
1.008989254700977
1
<0.1%
1.0087889881527594
1
<0.1%
S_20
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
D_108
1.00
R_21
0.73
D_110
-0.53
B_21
0.48
S_16
0.36
R_1
0.26
S_3
0.16
D_136
-0.15
S_7
0.14
D_138
0.14
D_134
-0.11
B_9
0.11
B_39
-0.11
D_135
0.10

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
target
0.13
B_38
0.10
B_30
0.08
D_64
0.07
D_63
0.07
D_117
0.05
D_68
0.05
D_114
0.04
D_120
0.03
D_66
0.02
D_126
0.02
B_31
0.01
D_88
0.00
D_87
0.00
MOST FREQUENT VALUES
0.0081131750072095
1
<0.1%
0.0056536804670318
1
<0.1%
0.0063829030751851
1
<0.1%
0.0041574002683814
1
<0.1%
0.0053233940282175
1
<0.1%
0.0009624604816029
1
<0.1%
0.0095413422935146
1
<0.1%
0.0053090010210699
1
<0.1%
0.0074825089945744
1
<0.1%
0.0091144079067719
1
<0.1%
0.0014945196082938
1
<0.1%
0.0020582295110409
1
<0.1%
0.0035272207821687
1
<0.1%
0.0017795236146771
1
<0.1%
0.0059683604855519
1
<0.1%
SMALLEST VALUES
9.565837315650415e-07
1
<0.1%
1.2595692739381104e-06
1
<0.1%
4.484664538789707e-06
1
<0.1%
4.940590362774166e-06
1
<0.1%
7.40517606532376e-06
1
<0.1%
9.95952851102877e-06
1
<0.1%
1.1993023385696855e-05
1
<0.1%
1.2923331948169191e-05
1
<0.1%
1.4966543738000882e-05
1
<0.1%
1.534365463208842e-05
1
<0.1%
1.816184916982433e-05
1
<0.1%
1.8219342953678107e-05
1
<0.1%
2.126980580026472e-05
1
<0.1%
2.2191321777295105e-05
1
<0.1%
2.514289660113467e-05
1
<0.1%
LARGEST VALUES
1.0099116187723978
1
<0.1%
1.0098583715688738
1
<0.1%
1.0098261131386943
1
<0.1%
1.0097994387946716
1
<0.1%
1.009419312687727
1
<0.1%
1.009098631621978
1
<0.1%
1.0090500904158324
1
<0.1%
1.0089502283884308
1
<0.1%
1.0088160783318707
1
<0.1%
1.008768864121777
1
<0.1%
1.0087621231265225
1
<0.1%
1.0085365559256168
1
<0.1%
1.008496292388757
1
<0.1%
1.0084049348181787
1
<0.1%
1.0082600759938176
1
<0.1%
R_20
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
R_24
0.75
D_84
0.64
D_53
0.61
D_72
0.56
D_81
0.49
R_2
0.48
R_1
0.32
R_17
0.32
R_5
0.31
R_6
0.29
R_14
0.29
D_89
0.25
P_2
-0.22
R_4
0.22

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
target
0.13
B_38
0.10
D_117
0.05
B_31
0.04
D_64
0.04
B_30
0.04
D_68
0.03
D_114
0.03
D_63
0.03
D_126
0.02
D_120
0.01
D_66
0.00
D_88
0.00
D_116
0.00
MOST FREQUENT VALUES
0.0052209857689432
1
<0.1%
0.0067325139561866
1
<0.1%
0.0092516605486812
1
<0.1%
0.0004841520628586
1
<0.1%
0.0096959215381933
1
<0.1%
0.0054904354057765
1
<0.1%
0.0087515621926712
1
<0.1%
0.0055123576570182
1
<0.1%
0.0021963290724065
1
<0.1%
0.007600264117613
1
<0.1%
0.0058672596550349
1
<0.1%
0.0034852921168891
1
<0.1%
0.0055247042641656
1
<0.1%
0.0082846955019449
1
<0.1%
1.0097399056396386
1
<0.1%
SMALLEST VALUES
2.7178084136347813e-06
1
<0.1%
5.411436643071311e-06
1
<0.1%
6.211917143392754e-06
1
<0.1%
8.783695716910733e-06
1
<0.1%
1.1066986152251658e-05
1
<0.1%
1.324873776703095e-05
1
<0.1%
1.4515430348778224e-05
1
<0.1%
1.4927979536608627e-05
1
<0.1%
1.763783824383247e-05
1
<0.1%
1.963046799736024e-05
1
<0.1%
2.0286812533769623e-05
1
<0.1%
2.8857059193655445e-05
1
<0.1%
3.0299860883207243e-05
1
<0.1%
3.195180971185874e-05
1
<0.1%
3.2851336745107765e-05
1
<0.1%
LARGEST VALUES
9.003022116654178
1
<0.1%
9.000782676830482
1
<0.1%
8.007332722186264
1
<0.1%
8.005555515137885
1
<0.1%
7.009941215261952
1
<0.1%
5.000281956069784
1
<0.1%
4.009102493828312
1
<0.1%
4.008529042284564
1
<0.1%
4.008449178421201
1
<0.1%
4.0078270257679565
1
<0.1%
4.006474517090621
1
<0.1%
3.0089174935264738
1
<0.1%
3.0084212440016183
1
<0.1%
3.007617087316164
1
<0.1%
3.007343834891663
1
<0.1%
R_21
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
D_108
1.00
S_20
0.73
B_21
0.55
S_16
0.43
R_1
0.40
D_110
0.32
D_138
0.24
D_136
-0.21
B_39
0.21
S_3
0.19
S_7
0.16
R_10
0.14
D_48
0.14
P_2
-0.14

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
target
0.16
B_38
0.14
B_30
0.11
D_64
0.06
D_63
0.06
D_117
0.04
D_114
0.04
D_68
0.03
D_66
0.03
D_120
0.01
D_126
0.01
B_31
0.01
D_88
0.00
D_116
0.00
MOST FREQUENT VALUES
0.0007351813402983
1
<0.1%
0.0049346717863956
1
<0.1%
0.0028157201352251
1
<0.1%
0.0068298358253581
1
<0.1%
0.0044778846530674
1
<0.1%
0.0071849605503355
1
<0.1%
0.0097310378271475
1
<0.1%
0.0070205760342203
1
<0.1%
0.0097268124050592
1
<0.1%
0.0013980066855046
1
<0.1%
0.0052435730536046
1
<0.1%
0.0085642221106743
1
<0.1%
0.0035358283646636
1
<0.1%
1.0045777390405124
1
<0.1%
0.008200514804757
1
<0.1%
SMALLEST VALUES
2.1247299508786457e-06
1
<0.1%
4.048521300614727e-06
1
<0.1%
4.759479988499793e-06
1
<0.1%
8.659107921742404e-06
1
<0.1%
8.745186453137377e-06
1
<0.1%
1.088506919346255e-05
1
<0.1%
1.1727049582619389e-05
1
<0.1%
1.4454928235898557e-05
1
<0.1%
1.4614231581479007e-05
1
<0.1%
1.6927842019498484e-05
1
<0.1%
1.7434366029539516e-05
1
<0.1%
2.382077167301211e-05
1
<0.1%
2.6280220372011383e-05
1
<0.1%
2.765620927152823e-05
1
<0.1%
3.0385093103699746e-05
1
<0.1%
LARGEST VALUES
1.0097693703786192
1
<0.1%
1.0096700156345748
1
<0.1%
1.0095354005472617
1
<0.1%
1.009511984951085
1
<0.1%
1.0091537041331504
1
<0.1%
1.0089419116865928
1
<0.1%
1.0089367979296284
1
<0.1%
1.0089350075806025
1
<0.1%
1.0089224011102698
1
<0.1%
1.0088839305616908
1
<0.1%
1.0085277602199398
1
<0.1%
1.0085249278325126
1
<0.1%
1.008462083754616
1
<0.1%
1.0083039209292228
1
<0.1%
1.0082005976933712
1
<0.1%
B_33
MISSING:
1
(<1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
B_2
0.90
B_18
0.85
B_16
-0.78
B_20
-0.76
B_17
-0.68
B_3
-0.64
B_9
-0.60
B_37
-0.57
B_1
-0.56
B_22
-0.56
D_75
-0.54
B_11
-0.54
D_48
-0.53
B_19
-0.53

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
B_38
0.80
B_30
0.51
target
0.44
D_117
0.13
D_120
0.13
D_64
0.12
D_68
0.12
D_63
0.12
D_114
0.10
B_31
0.04
D_88
0.04
D_116
0.02
D_126
0.02
D_66
0.02
MOST FREQUENT VALUES
0.0088156034402937
1
<0.1%
1.0097286698613988
1
<0.1%
1.0022445439349206
1
<0.1%
1.0064396663938528
1
<0.1%
1.0044219019966945
1
<0.1%
0.0024772455995971
1
<0.1%
1.001401511147578
1
<0.1%
0.0041284921126546
1
<0.1%
1.0039054098463247
1
<0.1%
1.005747928190525
1
<0.1%
1.0090344971601015
1
<0.1%
0.0070251962158186
1
<0.1%
0.0010641255252182
1
<0.1%
0.0015116308778887
1
<0.1%
0.0088538325712427
1
<0.1%
SMALLEST VALUES
4.537312940317007e-06
1
<0.1%
4.743482942157762e-06
1
<0.1%
5.37605222634685e-06
1
<0.1%
5.649933104139304e-06
1
<0.1%
6.051023217418239e-06
1
<0.1%
8.575071449472561e-06
1
<0.1%
1.857632154225075e-05
1
<0.1%
2.191807166381565e-05
1
<0.1%
2.367008112063696e-05
1
<0.1%
2.995875105397117e-05
1
<0.1%
3.099890642837333e-05
1
<0.1%
3.281385512784008e-05
1
<0.1%
3.568266697322576e-05
1
<0.1%
3.684259356704467e-05
1
<0.1%
4.291935141133574e-05
1
<0.1%
LARGEST VALUES
1.0099966896650354
1
<0.1%
1.0099916476058557
1
<0.1%
1.0099843274563352
1
<0.1%
1.009981610077233
1
<0.1%
1.0099771948305702
1
<0.1%
1.0099757361317914
1
<0.1%
1.0099666634062925
1
<0.1%
1.0099631642843063
1
<0.1%
1.0099599962949513
1
<0.1%
1.009951638830752
1
<0.1%
1.0099500682918638
1
<0.1%
1.0099499304447097
1
<0.1%
1.0099496668620882
1
<0.1%
1.0099487704787882
1
<0.1%
1.0099438608380291
1
<0.1%
D_89
MISSING:
34
(<1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
R_5
0.77
R_13
0.71
D_84
0.69
R_17
0.65
D_81
0.52
D_53
0.45
D_110
-0.41
R_4
0.38
D_78
0.37
R_2
0.35
B_39
0.34
D_111
0.31
R_1
0.31
R_8
0.30

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
target
0.11
B_38
0.08
D_120
0.06
D_117
0.04
B_30
0.03
D_68
0.03
D_64
0.03
D_126
0.02
D_66
0.02
B_31
0.01
D_63
0.01
D_88
0.01
D_87
0.00
D_114
0.00
MOST FREQUENT VALUES
0.0083118194563552
1
<0.1%
0.0022563854161046
1
<0.1%
0.0052398156456871
1
<0.1%
0.0059185894125952
1
<0.1%
0.0027993620573691
1
<0.1%
0.0060257219925838
1
<0.1%
0.0073404647021748
1
<0.1%
0.0096679605454888
1
<0.1%
0.0059625632158722
1
<0.1%
0.0093873779194505
1
<0.1%
0.0061944577734802
1
<0.1%
0.0021581673995347
1
<0.1%
0.0050663049014663
1
<0.1%
0.0034854893054399
1
<0.1%
0.0060192355282853
1
<0.1%
SMALLEST VALUES
9.46608622565126e-08
1
<0.1%
4.861289224766807e-07
1
<0.1%
7.870786288166621e-07
1
<0.1%
2.9997430427852744e-06
1
<0.1%
3.142871857717556e-06
1
<0.1%
3.701721863538232e-06
1
<0.1%
5.411203901324324e-06
1
<0.1%
5.552977094848144e-06
1
<0.1%
9.196902914031524e-06
1
<0.1%
1.2659834409110003e-05
1
<0.1%
1.3161829003524027e-05
1
<0.1%
1.3381833564195534e-05
1
<0.1%
2.534176902803776e-05
1
<0.1%
2.731450681654035e-05
1
<0.1%
2.7821252925614992e-05
1
<0.1%
LARGEST VALUES
0.6760003555491093
1
<0.1%
0.5595829723382911
1
<0.1%
0.4499390662929214
1
<0.1%
0.4477638096740612
1
<0.1%
0.3350126439194996
1
<0.1%
0.3337590585704814
1
<0.1%
0.3334501324950841
1
<0.1%
0.2310497578204725
1
<0.1%
0.2309930909065809
1
<0.1%
0.2299648287114554
1
<0.1%
0.2296110848542213
1
<0.1%
0.2270158931652439
1
<0.1%
0.22592544000772
1
<0.1%
0.2255933242094184
1
<0.1%
0.2229805612958616
1
<0.1%
R_22
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
D_110
-0.40
D_111
0.34
D_138
0.21
R_7
0.16
D_72
0.16
R_1
0.13
B_39
-0.12
D_73
-0.12
P_2
-0.12
D_53
0.11
R_6
0.11
D_112
-0.10
R_2
0.09
D_81
0.09

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
B_38
0.10
target
0.08
B_30
0.05
D_64
0.04
D_68
0.03
D_117
0.02
D_126
0.01
D_63
0.01
D_114
0.01
B_31
0.00
D_120
0.00
D_88
0.00
D_66
0.00
D_116
0.00
MOST FREQUENT VALUES
0.005257852603979
1
<0.1%
0.0074723018974615
1
<0.1%
0.0032339547974989
1
<0.1%
0.0044286403668946
1
<0.1%
0.0036533460986327
1
<0.1%
0.0073366224848033
1
<0.1%
0.0004145854314777
1
<0.1%
0.008536523244686
1
<0.1%
0.004019333834631
1
<0.1%
0.0034829438092107
1
<0.1%
0.0052283510604986
1
<0.1%
0.0043161527133448
1
<0.1%
0.0080822669686818
1
<0.1%
0.0003592919110033
1
<0.1%
0.0030529600658658
1
<0.1%
SMALLEST VALUES
3.3913220011227986e-07
1
<0.1%
7.641937477531613e-07
1
<0.1%
1.672052443693062e-06
1
<0.1%
1.908868409111753e-06
1
<0.1%
4.695545063302386e-06
1
<0.1%
4.936560620683039e-06
1
<0.1%
7.60966614726244e-06
1
<0.1%
1.3620967059733148e-05
1
<0.1%
1.6179842156927028e-05
1
<0.1%
1.6572648448710536e-05
1
<0.1%
2.090170238654654e-05
1
<0.1%
2.1603773611635906e-05
1
<0.1%
2.174611797488124e-05
1
<0.1%
2.402843487798512e-05
1
<0.1%
2.4242601253191555e-05
1
<0.1%
LARGEST VALUES
1.0098563370270055
1
<0.1%
1.0092303515094312
1
<0.1%
1.0088727604801726
1
<0.1%
1.008670071361781
1
<0.1%
1.0074832309877684
1
<0.1%
1.0074392891771669
1
<0.1%
1.007277644467755
1
<0.1%
1.0067662338699623
1
<0.1%
1.0065959701400575
1
<0.1%
1.00615421324771
1
<0.1%
1.0049583214031177
1
<0.1%
1.0042999076950765
1
<0.1%
1.0042755980982998
1
<0.1%
1.0032594465073947
1
<0.1%
1.0028609027850126
1
<0.1%
R_23
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
D_110
0.35
B_42
-0.16
B_39
-0.14
D_73
-0.13
D_111
0.11
B_29
0.09
D_49
0.08
D_134
0.07
D_108
0.06
D_106
0.05
D_138
-0.04
D_82
0.04
R_26
0.04
D_132
-0.04

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
D_68
0.04
D_126
0.03
B_38
0.03
D_117
0.02
D_114
0.01
D_64
0.01
B_30
0.01
D_63
0.01
D_88
0.01
target
0.01
D_120
0.01
D_87
0.00
D_116
0.00
D_66
0.00
MOST FREQUENT VALUES
0.0027878933780671
1
<0.1%
0.0071905170100085
1
<0.1%
0.0017271019439047
1
<0.1%
0.0018417593091346
1
<0.1%
0.0022811754112354
1
<0.1%
0.003386095417985
1
<0.1%
0.004564811054679
1
<0.1%
0.0063575442012313
1
<0.1%
0.0098570224353005
1
<0.1%
0.0009732161892992
1
<0.1%
0.0076866191930609
1
<0.1%
0.0050122880417418
1
<0.1%
0.0040404916659861
1
<0.1%
0.0004906431232516
1
<0.1%
0.0066707173766314
1
<0.1%
SMALLEST VALUES
1.9741814369667044e-06
1
<0.1%
2.9179875775797724e-06
1
<0.1%
3.37802804851739e-06
1
<0.1%
1.7725188784131208e-05
1
<0.1%
1.840659253409149e-05
1
<0.1%
1.914479326789232e-05
1
<0.1%
2.079587403042482e-05
1
<0.1%
2.121860745659676e-05
1
<0.1%
2.172837764367941e-05
1
<0.1%
2.817896208514803e-05
1
<0.1%
3.017246332846945e-05
1
<0.1%
3.227537956277393e-05
1
<0.1%
3.261697197636915e-05
1
<0.1%
4.088770122322116e-05
1
<0.1%
4.256574322469953e-05
1
<0.1%
LARGEST VALUES
1.0050417303041583
1
<0.1%
0.0099985786180592
1
<0.1%
0.009994533498449
1
<0.1%
0.0099944374330011
1
<0.1%
0.0099936779617444
1
<0.1%
0.0099930120795886
1
<0.1%
0.0099916793567193
1
<0.1%
0.0099884259096741
1
<0.1%
0.0099805240663492
1
<0.1%
0.0099801677768706
1
<0.1%
0.0099789944770928
1
<0.1%
0.0099789181195637
1
<0.1%
0.0099775200438645
1
<0.1%
0.0099756313508009
1
<0.1%
0.0099753832922213
1
<0.1%
D_91
MISSING:
170
(3%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
D_51
0.67
D_92
0.31
B_13
0.29
B_12
0.29
D_76
0.26
S_26
0.26
D_110
0.24
D_96
0.24
S_13
0.24
B_39
0.22
S_8
0.21
B_15
0.20
B_5
0.20
B_14
0.18

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
B_38
0.23
D_63
0.17
target
0.12
D_117
0.12
D_114
0.09
D_64
0.08
B_30
0.08
D_126
0.06
D_68
0.06
D_66
0.06
D_120
0.04
D_88
0.01
D_116
0.01
D_87
0.00
MOST FREQUENT VALUES
0.001386992610338
1
<0.1%
0.0094503780760029
1
<0.1%
0.0076860213121127
1
<0.1%
0.0064082616415924
1
<0.1%
0.0052828826149581
1
<0.1%
0.0066628011013721
1
<0.1%
0.0091513167637026
1
<0.1%
0.0082024814014792
1
<0.1%
0.0013304341802895
1
<0.1%
0.0028046663440585
1
<0.1%
0.0031864497434809
1
<0.1%
0.0065469475289248
1
<0.1%
0.0051922217878586
1
<0.1%
0.00502480461707
1
<0.1%
0.0099559705420201
1
<0.1%
SMALLEST VALUES
3.557037095888172e-06
1
<0.1%
4.254111657072679e-06
1
<0.1%
4.353923342860222e-06
1
<0.1%
9.637898277601309e-06
1
<0.1%
1.120140723615659e-05
1
<0.1%
1.299064267880512e-05
1
<0.1%
1.3282008332464734e-05
1
<0.1%
1.6446193463439674e-05
1
<0.1%
1.8624459529050784e-05
1
<0.1%
2.115808267201591e-05
1
<0.1%
2.6790397394986783e-05
1
<0.1%
2.6801523981242472e-05
1
<0.1%
2.906098315793804e-05
1
<0.1%
3.0157324922462924e-05
1
<0.1%
3.287419974637662e-05
1
<0.1%
LARGEST VALUES
2.009917722746041
1
<0.1%
1.5098054914100465
1
<0.1%
1.5090159510586654
1
<0.1%
1.5051361387523507
1
<0.1%
1.5049270971174276
1
<0.1%
1.0097886124559885
1
<0.1%
1.009664167631579
1
<0.1%
1.0095723937464285
1
<0.1%
1.0095655767318843
1
<0.1%
1.0095502392514362
1
<0.1%
1.009237287843957
1
<0.1%
1.0092271097658316
1
<0.1%
1.008766557590142
1
<0.1%
1.008629116239672
1
<0.1%
1.008436359672855
1
<0.1%
D_92
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
D_51
0.63
D_73
0.42
S_13
0.41
B_39
0.40
D_127
0.35
S_8
0.34
B_13
0.32
D_91
0.31
D_60
0.30
B_12
0.30
B_5
0.28
B_2
0.28
B_18
0.26
B_33
0.23

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
B_38
0.40
D_63
0.17
target
0.16
D_117
0.15
B_30
0.12
D_114
0.09
D_64
0.08
D_68
0.08
D_126
0.07
D_120
0.05
D_66
0.05
D_88
0.01
D_116
0.01
B_31
0.01
MOST FREQUENT VALUES
0.0001176078033191
1
<0.1%
0.0016527065778339
1
<0.1%
0.0011526422946665
1
<0.1%
0.0073421670649411
1
<0.1%
0.0023411156173926
1
<0.1%
0.0038964662313528
1
<0.1%
0.0017394554978928
1
<0.1%
0.0099560137091776
1
<0.1%
0.0028130883799146
1
<0.1%
0.0061972747384162
1
<0.1%
0.0015757537867685
1
<0.1%
0.0006099200047083
1
<0.1%
0.0033606392280144
1
<0.1%
0.0010127549919699
1
<0.1%
0.0024203244744334
1
<0.1%
SMALLEST VALUES
2.3628154207089302e-06
1
<0.1%
2.478715453396729e-06
1
<0.1%
3.1726813346844017e-06
1
<0.1%
3.202741618750782e-06
1
<0.1%
3.507470103913945e-06
1
<0.1%
3.604910820433904e-06
1
<0.1%
5.497826305475018e-06
1
<0.1%
1.536042380384517e-05
1
<0.1%
1.678552833198732e-05
1
<0.1%
1.859484760604824e-05
1
<0.1%
2.0598152200661523e-05
1
<0.1%
2.107785210171742e-05
1
<0.1%
2.222506640979116e-05
1
<0.1%
2.2343537681386305e-05
1
<0.1%
2.3801181503482204e-05
1
<0.1%
LARGEST VALUES
2.0095818741381697
1
<0.1%
2.009333134207868
1
<0.1%
2.00882453646834
1
<0.1%
2.0086662279269034
1
<0.1%
2.0072780138901543
1
<0.1%
2.006826413531032
1
<0.1%
2.006374437113889
1
<0.1%
2.005945386892997
1
<0.1%
2.005885225073097
1
<0.1%
2.0054911882364355
1
<0.1%
2.0050146043349946
1
<0.1%
2.004897198464689
1
<0.1%
2.002949992207152
1
<0.1%
2.002788478991608
1
<0.1%
2.0027228849031014
1
<0.1%
D_93
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
D_110
0.54
D_111
-0.41
D_51
0.21
D_135
-0.13
D_129
0.13
D_73
0.12
D_115
0.11
D_119
0.10
D_118
0.10
D_128
0.09
D_134
0.09
D_50
0.07
P_2
0.07
D_121
0.07

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
D_68
0.08
B_38
0.06
D_114
0.05
D_64
0.05
target
0.05
D_126
0.04
D_63
0.03
D_120
0.03
D_117
0.03
D_66
0.03
B_30
0.01
B_31
0.01
D_116
0.00
D_88
0.00
MOST FREQUENT VALUES
0.0043023091453815
1
<0.1%
0.0090209569965789
1
<0.1%
0.0051972544048583
1
<0.1%
0.0071435280535346
1
<0.1%
0.0097346732804116
1
<0.1%
0.0029089775201225
1
<0.1%
0.0089870709726152
1
<0.1%
0.0094907705195135
1
<0.1%
0.0065012204604069
1
<0.1%
0.0049904687102018
1
<0.1%
0.0081146889177364
1
<0.1%
0.0063973774537978
1
<0.1%
0.0073983250791514
1
<0.1%
0.0066517846819447
1
<0.1%
0.0073105652786229
1
<0.1%
SMALLEST VALUES
9.095170963491216e-07
1
<0.1%
1.751723640276426e-06
1
<0.1%
1.8961454922283849e-06
1
<0.1%
5.334149933733379e-06
1
<0.1%
9.00734997744901e-06
1
<0.1%
1.328076579273585e-05
1
<0.1%
1.9510842983770927e-05
1
<0.1%
1.9731882243554377e-05
1
<0.1%
2.0648382398624765e-05
1
<0.1%
2.680287818412341e-05
1
<0.1%
2.8068290719356347e-05
1
<0.1%
3.107721321617296e-05
1
<0.1%
3.421255610304597e-05
1
<0.1%
3.459901578933278e-05
1
<0.1%
3.5989067204192925e-05
1
<0.1%
LARGEST VALUES
1.0098870499263954
1
<0.1%
1.009773018780435
1
<0.1%
1.0094964658199723
1
<0.1%
1.0094772792561992
1
<0.1%
1.0093232905137173
1
<0.1%
1.0093038761033344
1
<0.1%
1.009247064298871
1
<0.1%
1.00903720463819
1
<0.1%
1.0087257074387503
1
<0.1%
1.0086546308817446
1
<0.1%
1.0081452041592496
1
<0.1%
1.0081060172573144
1
<0.1%
1.0079832586453563
1
<0.1%
1.0077435703444655
1
<0.1%
1.0077150201439982
1
<0.1%
D_94
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
D_71
0.63
B_39
-0.22
B_42
0.21
D_110
-0.20
D_62
0.17
D_77
0.16
D_45
0.16
D_51
0.15
D_108
-0.15
D_127
0.14
D_92
0.14
D_111
-0.14
D_47
0.12
B_18
0.11

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
D_63
0.19
B_38
0.13
target
0.07
D_117
0.07
D_114
0.07
D_64
0.05
D_68
0.05
B_30
0.05
D_120
0.03
D_126
0.03
D_66
0.01
B_31
0.01
D_88
0.00
D_116
0.00
MOST FREQUENT VALUES
0.0078857606795658
1
<0.1%
0.0040766320330581
1
<0.1%
0.0029237028298431
1
<0.1%
0.0033829559345648
1
<0.1%
0.0044131529770414
1
<0.1%
0.0088988834474374
1
<0.1%
0.0056635280091303
1
<0.1%
0.0085865931580814
1
<0.1%
0.0075364801025662
1
<0.1%
0.007479354363517
1
<0.1%
0.0019230921214299
1
<0.1%
0.0068419255625278
1
<0.1%
0.0065055552484304
1
<0.1%
0.0036554974298797
1
<0.1%
0.0066671592005181
1
<0.1%
SMALLEST VALUES
7.021612203672589e-07
1
<0.1%
9.171959450460232e-07
1
<0.1%
3.721616309937392e-06
1
<0.1%
4.461993894995242e-06
1
<0.1%
5.616095995504278e-06
1
<0.1%
5.795782014215156e-06
1
<0.1%
6.757997763202628e-06
1
<0.1%
9.718824105167113e-06
1
<0.1%
1.1223496901152651e-05
1
<0.1%
1.1456427849670936e-05
1
<0.1%
1.2887969282360243e-05
1
<0.1%
1.3393908789511855e-05
1
<0.1%
1.4793835636993658e-05
1
<0.1%
1.7950227521960073e-05
1
<0.1%
1.8042845892898286e-05
1
<0.1%
LARGEST VALUES
1.009846583139127
1
<0.1%
1.0097970963350231
1
<0.1%
1.0096119212251284
1
<0.1%
1.0096064801147198
1
<0.1%
1.0094223284717696
1
<0.1%
1.009220045988134
1
<0.1%
1.009139278610338
1
<0.1%
1.0090372643612806
1
<0.1%
1.009008532967277
1
<0.1%
1.0089655230111605
1
<0.1%
1.0089429070414524
1
<0.1%
1.008885577523445
1
<0.1%
1.0088709289934852
1
<0.1%
1.0088598871632664
1
<0.1%
1.0087718811553996
1
<0.1%
R_24
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
R_20
0.75
R_2
0.62
D_84
0.54
D_72
0.52
D_53
0.50
D_81
0.42
R_1
0.42
R_14
0.31
D_108
0.31
R_6
0.28
D_110
-0.28
P_2
-0.27
R_5
0.25
R_17
0.24

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
target
0.15
B_38
0.12
B_30
0.07
D_117
0.06
D_64
0.05
B_31
0.05
D_114
0.04
D_120
0.03
D_68
0.03
D_63
0.02
D_126
0.01
D_66
0.01
D_88
0.00
D_116
0.00
MOST FREQUENT VALUES
0.0095234705030829
1
<0.1%
0.0068669536852477
1
<0.1%
0.0096503603587409
1
<0.1%
0.0049077786300825
1
<0.1%
0.0084503183629927
1
<0.1%
0.0037590516984856
1
<0.1%
0.0043938771291724
1
<0.1%
0.0096850991566726
1
<0.1%
0.0081481517160759
1
<0.1%
0.0045840286037046
1
<0.1%
0.0090001598237769
1
<0.1%
0.0058286071783689
1
<0.1%
0.0056837539710006
1
<0.1%
0.0017136106832482
1
<0.1%
1.0009607494195816
1
<0.1%
SMALLEST VALUES
3.877523106058378e-06
1
<0.1%
9.94834388853394e-06
1
<0.1%
1.309243928902526e-05
1
<0.1%
1.6054529708844356e-05
1
<0.1%
1.7586876609729796e-05
1
<0.1%
2.023421327361108e-05
1
<0.1%
2.343837283824701e-05
1
<0.1%
2.502157799495364e-05
1
<0.1%
2.5249554313323546e-05
1
<0.1%
2.8958674981860443e-05
1
<0.1%
3.822769344050014e-05
1
<0.1%
3.91404328865963e-05
1
<0.1%
3.915045307591902e-05
1
<0.1%
4.04704865771921e-05
1
<0.1%
4.3379757625880976e-05
1
<0.1%
LARGEST VALUES
1.0098225429952463
1
<0.1%
1.0097130647520618
1
<0.1%
1.0094928418942002
1
<0.1%
1.009363141436695
1
<0.1%
1.009172540674187
1
<0.1%
1.0090435786345773
1
<0.1%
1.0090052581724007
1
<0.1%
1.0089075821592983
1
<0.1%
1.0088809447734275
1
<0.1%
1.0087193877423262
1
<0.1%
1.00871738607354
1
<0.1%
1.0086469299857024
1
<0.1%
1.0086279340359618
1
<0.1%
1.0085151161125594
1
<0.1%
1.0082154901374047
1
<0.1%
R_25
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
B_24
0.57
R_12
-0.37
B_39
0.35
R_26
0.26
B_41
0.21
D_83
0.13
R_1
0.12
D_108
0.10
D_110
0.10
D_138
0.09
B_3
0.07
D_136
-0.07
R_8
0.07
D_134
0.07

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
B_31
0.67
D_88
0.23
B_38
0.06
D_64
0.06
B_30
0.05
D_68
0.04
D_126
0.03
target
0.03
D_114
0.03
D_117
0.03
D_63
0.02
D_120
0.02
D_66
0.01
D_116
0.00
MOST FREQUENT VALUES
0.0081448493361027
1
<0.1%
0.0010234283198466
1
<0.1%
0.0051915394236914
1
<0.1%
0.0085236322460396
1
<0.1%
0.007000450001154
1
<0.1%
0.0068246275113192
1
<0.1%
0.0063267720190103
1
<0.1%
0.0021083518652896
1
<0.1%
0.0068570560946832
1
<0.1%
0.0015460872620051
1
<0.1%
0.0073930528534587
1
<0.1%
0.0030720744699503
1
<0.1%
0.0028465862965391
1
<0.1%
0.0015732098168122
1
<0.1%
0.0003821640289411
1
<0.1%
SMALLEST VALUES
6.335214978570036e-06
1
<0.1%
9.394739546556564e-06
1
<0.1%
1.2443138224510486e-05
1
<0.1%
1.5807302000765412e-05
1
<0.1%
1.6159633781179795e-05
1
<0.1%
1.8825904347370414e-05
1
<0.1%
2.2564711475615564e-05
1
<0.1%
2.3344600263714987e-05
1
<0.1%
2.450135054118508e-05
1
<0.1%
2.45795297493967e-05
1
<0.1%
2.4793266841325323e-05
1
<0.1%
2.553918993834059e-05
1
<0.1%
2.809226751478211e-05
1
<0.1%
2.911771307716804e-05
1
<0.1%
3.0702896850202114e-05
1
<0.1%
LARGEST VALUES
1.0099945051414854
1
<0.1%
1.0091901989735452
1
<0.1%
1.0089629282195436
1
<0.1%
1.007894224665986
1
<0.1%
1.0078359663762346
1
<0.1%
1.0076283470679548
1
<0.1%
1.0071180725789326
1
<0.1%
1.0068028518693848
1
<0.1%
1.0067026720012082
1
<0.1%
1.006597682653004
1
<0.1%
1.006527343316213
1
<0.1%
1.0056095418542654
1
<0.1%
1.005468763179418
1
<0.1%
1.0048004482838129
1
<0.1%
1.0045244668307791
1
<0.1%
D_96
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
B_39
0.44
D_111
-0.38
D_49
0.35
B_13
0.34
B_12
0.31
B_14
0.29
S_26
0.28
B_15
0.28
S_13
0.26
B_5
0.26
D_91
0.24
D_51
0.23
D_92
0.22
S_11
0.22

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
D_63
0.16
B_38
0.13
D_117
0.10
D_88
0.08
target
0.07
B_30
0.05
D_114
0.05
D_68
0.04
D_64
0.04
D_126
0.02
D_120
0.01
B_31
0.01
D_116
0.00
D_87
0.00
MOST FREQUENT VALUES
0.0075984262437595
1
<0.1%
0.0003493592766955
1
<0.1%
0.0080432741460509
1
<0.1%
0.0022354867732325
1
<0.1%
0.0083188264759106
1
<0.1%
0.0024539082527352
1
<0.1%
0.0096734183571736
1
<0.1%
0.0037855824674467
1
<0.1%
0.0059983701234889
1
<0.1%
0.0017300981039805
1
<0.1%
0.0085971975960016
1
<0.1%
0.0095543577909408
1
<0.1%
0.0068143399633676
1
<0.1%
0.0090001841659266
1
<0.1%
0.0046047797308427
1
<0.1%
SMALLEST VALUES
9.283567362528e-07
1
<0.1%
1.0998301839948431e-06
1
<0.1%
9.479878817618692e-06
1
<0.1%
9.96211060046881e-06
1
<0.1%
1.0023658445205142e-05
1
<0.1%
1.2020830749912558e-05
1
<0.1%
1.453202969347034e-05
1
<0.1%
1.7131162855396065e-05
1
<0.1%
2.0333909006023942e-05
1
<0.1%
2.5111505691911564e-05
1
<0.1%
2.73830038438716e-05
1
<0.1%
2.7394511958366287e-05
1
<0.1%
2.93198075791723e-05
1
<0.1%
2.983848994362881e-05
1
<0.1%
3.157469539254998e-05
1
<0.1%
LARGEST VALUES
1.009810556141626
1
<0.1%
1.0096940353109105
1
<0.1%
1.0096074783200373
1
<0.1%
1.009522700396683
1
<0.1%
1.0093863605749802
1
<0.1%
1.009310367334848
1
<0.1%
1.0092176396423171
1
<0.1%
1.0091598538877184
1
<0.1%
1.009136762528715
1
<0.1%
1.00904202921287
1
<0.1%
1.0090266271666486
1
<0.1%
1.0089800826556077
1
<0.1%
1.0089510802201642
1
<0.1%
1.0088959550330845
1
<0.1%
1.008858501147966
1
<0.1%
S_22
MISSING:
21
(<1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
S_24
0.54
B_42
-0.29
D_111
-0.25
D_134
-0.22
B_39
0.20
S_27
0.17
S_6
-0.15
D_82
0.15
S_8
0.14
S_13
0.13
D_110
0.13
D_73
0.12
D_60
0.10
B_33
-0.09

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
B_38
0.18
D_63
0.05
D_68
0.04
target
0.04
B_30
0.03
D_64
0.03
D_120
0.03
D_117
0.02
D_114
0.02
D_66
0.01
D_126
0.01
B_31
0.01
D_88
0.00
D_87
0.00
MOST FREQUENT VALUES
0.965026654066634
1
<0.1%
0.9856922206365148
1
<0.1%
0.3043502671648079
1
<0.1%
0.9237829286348018
1
<0.1%
0.9775786685522329
1
<0.1%
0.3034579768536877
1
<0.1%
0.9658930929336416
1
<0.1%
0.98611664362398
1
<0.1%
0.930010543970456
1
<0.1%
0.3027572180608851
1
<0.1%
0.9733261173033404
1
<0.1%
0.3012707842720845
1
<0.1%
0.9772173615503033
1
<0.1%
0.959982794733492
1
<0.1%
0.9879648223283743
1
<0.1%
SMALLEST VALUES
-82.67167557615639
1
<0.1%
-35.4529651524405
1
<0.1%
-32.09271654930321
1
<0.1%
-0.1465040523989826
1
<0.1%
-0.0429214566261987
1
<0.1%
7.212577742260606e-05
1
<0.1%
0.0006567395345948
1
<0.1%
0.0007029329074403
1
<0.1%
0.0008125280218104
1
<0.1%
0.0009636529116256
1
<0.1%
0.0010109720228644
1
<0.1%
0.0011747751685636
1
<0.1%
0.0011943895884992
1
<0.1%
0.0014526137624101
1
<0.1%
0.0015439979418821
1
<0.1%
LARGEST VALUES
1.0293160927045295
1
<0.1%
1.0285368714264769
1
<0.1%
1.0282084086882126
1
<0.1%
1.027418604217288
1
<0.1%
1.0258355790077172
1
<0.1%
1.0253442372564063
1
<0.1%
1.0249836463668465
1
<0.1%
1.0235889797374598
1
<0.1%
1.022321324564098
1
<0.1%
1.0223135932113965
1
<0.1%
1.021884767038617
1
<0.1%
1.021233385297503
1
<0.1%
1.0209921323123137
1
<0.1%
1.0204018205921117
1
<0.1%
1.0199652503384904
1
<0.1%
S_23
MISSING:
1
(<1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
B_39
0.45
D_49
0.17
D_106
0.17
D_134
0.17
S_7
0.16
B_9
0.16
B_3
0.16
D_41
0.16
B_29
0.16
S_3
0.15
P_2
-0.15
S_25
-0.14
B_32
0.14
B_2
-0.13

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
B_38
0.13
target
0.12
B_30
0.10
D_88
0.06
D_120
0.05
D_64
0.04
D_87
0.04
B_31
0.04
D_63
0.03
D_68
0.03
D_117
0.02
D_126
0.02
D_66
0.01
D_114
0.01
MOST FREQUENT VALUES
-0.0961479651680835
1
<0.1%
0.1389395045100914
1
<0.1%
0.1383455315071038
1
<0.1%
0.1359964030762931
1
<0.1%
0.1392176312820336
1
<0.1%
0.1390854759227752
1
<0.1%
0.1313145428495267
1
<0.1%
0.1406876799804638
1
<0.1%
0.1392757948439063
1
<0.1%
0.1336048659233721
1
<0.1%
0.1325560290163348
1
<0.1%
0.1329633827210551
1
<0.1%
0.133047128460999
1
<0.1%
0.6725917718813826
1
<0.1%
0.418225202876535
1
<0.1%
SMALLEST VALUES
-5.756399921656567
1
<0.1%
-4.735466505851387
1
<0.1%
-4.076228888463717
1
<0.1%
-2.543701983031594
1
<0.1%
-1.215887782555558
1
<0.1%
-0.9217465551358832
1
<0.1%
-0.6545732570093992
1
<0.1%
-0.5593655074714453
1
<0.1%
-0.5386307832031064
1
<0.1%
-0.4875928474029136
1
<0.1%
-0.4482614852161443
1
<0.1%
-0.4452194920004916
1
<0.1%
-0.4166541846747419
1
<0.1%
-0.4135077289876498
1
<0.1%
-0.3916375622651296
1
<0.1%
LARGEST VALUES
12.138489573793912
1
<0.1%
11.054085219539372
1
<0.1%
8.01180279063996
1
<0.1%
6.752085630671769
1
<0.1%
5.034761850680407
1
<0.1%
4.47481203094729
1
<0.1%
3.9425216971238575
1
<0.1%
1.891357029017076
1
<0.1%
1.5295468646560717
1
<0.1%
1.519025020761149
1
<0.1%
1.4884342938939208
1
<0.1%
1.460789794402608
1
<0.1%
1.417256612923412
1
<0.1%
1.3842675956164467
1
<0.1%
1.335657789336728
1
<0.1%
S_24
MISSING:
21
(<1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
S_22
0.54
B_42
-0.32
S_6
-0.27
D_111
-0.26
S_8
0.25
D_134
-0.23
S_13
0.21
S_15
-0.17
D_82
0.17
S_27
0.17
D_60
0.16
B_39
0.15
B_33
-0.14
D_73
0.12

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
B_38
0.28
D_63
0.09
D_68
0.05
target
0.05
B_30
0.04
D_64
0.04
D_120
0.04
D_117
0.04
D_114
0.02
D_66
0.02
B_31
0.01
D_88
0.01
D_126
0.01
D_87
0.00
MOST FREQUENT VALUES
0.9584823169302252
1
<0.1%
0.9825725508959204
1
<0.1%
0.0799239372306776
1
<0.1%
0.8922583861200586
1
<0.1%
0.99346510123473
1
<0.1%
0.0795286480679035
1
<0.1%
0.975313551834044
1
<0.1%
0.9866269027503658
1
<0.1%
0.9443679282585375
1
<0.1%
0.0831271351406205
1
<0.1%
0.9797859519703346
1
<0.1%
0.0438323466940372
1
<0.1%
0.9830465919680268
1
<0.1%
0.9627713940429168
1
<0.1%
0.9694120828140284
1
<0.1%
SMALLEST VALUES
-49.58202783570015
1
<0.1%
-45.47076621861597
1
<0.1%
-0.6044006292304812
1
<0.1%
-0.1268307709514025
1
<0.1%
5.074859852626234e-06
1
<0.1%
0.0001242208840635
1
<0.1%
0.0001365675830816
1
<0.1%
0.0001366417873743
1
<0.1%
0.0001988690182615
1
<0.1%
0.0002110543343367
1
<0.1%
0.0003369428262525
1
<0.1%
0.0003676736044342
1
<0.1%
0.0005061285004242
1
<0.1%
0.0005157934227233
1
<0.1%
0.0005322988656925
1
<0.1%
LARGEST VALUES
1.0310803354413065
1
<0.1%
1.0282009828080914
1
<0.1%
1.028072581744068
1
<0.1%
1.026898268442069
1
<0.1%
1.025813346704065
1
<0.1%
1.0255097939787812
1
<0.1%
1.022320620277965
1
<0.1%
1.0216358540949533
1
<0.1%
1.0212421971028989
1
<0.1%
1.020172521980352
1
<0.1%
1.0199140668855573
1
<0.1%
1.0191432863778092
1
<0.1%
1.019059868640502
1
<0.1%
1.0187075826495318
1
<0.1%
1.0185621331753398
1
<0.1%
S_25
MISSING:
19
(<1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
B_9
-0.33
B_39
-0.31
P_2
0.29
B_2
0.26
D_48
-0.26
B_3
-0.26
D_44
-0.26
B_19
-0.25
B_20
-0.24
B_33
0.24
D_55
-0.24
D_61
-0.24
B_18
0.23
B_16
-0.23

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
B_38
0.28
B_30
0.25
target
0.23
D_120
0.09
D_117
0.09
D_63
0.08
D_64
0.07
D_87
0.06
D_114
0.05
D_68
0.05
B_31
0.04
D_88
0.03
D_126
0.01
D_66
0.01
MOST FREQUENT VALUES
0.3779906566256815
1
<0.1%
0.974516004408834
1
<0.1%
0.9703182556774236
1
<0.1%
0.9767862197658655
1
<0.1%
0.9731558338671418
1
<0.1%
0.9789364594175364
1
<0.1%
0.9779799218413538
1
<0.1%
0.9694786959870952
1
<0.1%
0.9706917721115575
1
<0.1%
0.9692172275414188
1
<0.1%
0.9762372914881662
1
<0.1%
0.97267067447949
1
<0.1%
0.9773136100658606
1
<0.1%
0.973450647260957
1
<0.1%
0.5886078883263547
1
<0.1%
SMALLEST VALUES
-2.450216546532601
1
<0.1%
-2.4474866429445656
1
<0.1%
-1.9300427055942653
1
<0.1%
-1.627015489272789
1
<0.1%
-1.4175637543068498
1
<0.1%
-1.1880800270856466
1
<0.1%
-1.1845827980246315
1
<0.1%
-0.8647473330659886
1
<0.1%
-0.8580997035317308
1
<0.1%
-0.8568886084754516
1
<0.1%
-0.8565008586903949
1
<0.1%
-0.7377587637107414
1
<0.1%
-0.7373389463842042
1
<0.1%
-0.7355351974765417
1
<0.1%
-0.7341559794002229
1
<0.1%
LARGEST VALUES
1.833739550196019
1
<0.1%
1.653509168975358
1
<0.1%
1.3722878494038446
1
<0.1%
1.3130584267567582
1
<0.1%
1.3114827483700393
1
<0.1%
1.3111849698237945
1
<0.1%
1.300947502255541
1
<0.1%
1.298169638310255
1
<0.1%
1.2880034375584823
1
<0.1%
1.2807099383439997
1
<0.1%
1.2755812748349284
1
<0.1%
1.2187660419373323
1
<0.1%
1.2046588201147
1
<0.1%
1.1940583606465485
1
<0.1%
1.1589262754239669
1
<0.1%
S_26
MISSING:
1
(<1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
B_13
0.58
B_12
0.53
B_15
0.49
B_14
0.46
D_76
0.43
D_73
0.40
B_5
0.31
D_96
0.28
D_91
0.26
S_13
0.25
S_18
0.23
D_50
0.22
B_28
0.22
D_49
0.21

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
D_63
0.15
B_38
0.13
D_117
0.09
target
0.06
D_64
0.05
B_30
0.05
D_66
0.04
D_88
0.03
D_68
0.02
D_114
0.02
D_126
0.01
D_120
0.01
B_31
0.00
D_116
0.00
MOST FREQUENT VALUES
0.0046536072670687
1
<0.1%
0.0035552199990777
1
<0.1%
0.0085166302627572
1
<0.1%
0.0082168255553083
1
<0.1%
0.0091628142179445
1
<0.1%
0.5323212939016481
1
<0.1%
0.0009992011956228
1
<0.1%
0.0005151735617588
1
<0.1%
0.0018272292997468
1
<0.1%
0.0031909927894109
1
<0.1%
0.008428504115366
1
<0.1%
0.0068062740347699
1
<0.1%
0.1103659603221778
1
<0.1%
0.0046473607154497
1
<0.1%
0.040788378284053
1
<0.1%
SMALLEST VALUES
1.7592313945280492e-06
1
<0.1%
8.235510698039184e-06
1
<0.1%
1.90017386379826e-05
1
<0.1%
2.1258392500365097e-05
1
<0.1%
2.70911222738024e-05
1
<0.1%
2.778112027128521e-05
1
<0.1%
2.91266415124114e-05
1
<0.1%
3.0259383023456545e-05
1
<0.1%
3.3580975766762665e-05
1
<0.1%
3.529181590654074e-05
1
<0.1%
3.895056728252411e-05
1
<0.1%
4.087509441206283e-05
1
<0.1%
4.467593602225817e-05
1
<0.1%
4.522730411928411e-05
1
<0.1%
4.529981227377244e-05
1
<0.1%
LARGEST VALUES
17.725131987658536
1
<0.1%
12.504654664592902
1
<0.1%
9.838173598667163
1
<0.1%
7.657721686748934
1
<0.1%
6.7549442921699
1
<0.1%
6.270666811623879
1
<0.1%
6.050440114919978
1
<0.1%
5.96251752766124
1
<0.1%
5.222881047809451
1
<0.1%
5.146014586558924
1
<0.1%
4.4732751634884105
1
<0.1%
4.311647701789582
1
<0.1%
3.60536719658238
1
<0.1%
3.0397348705954617
1
<0.1%
2.868381433582204
1
<0.1%
D_102
MISSING:
46
(<1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
D_104
0.74
D_105
0.74
D_103
0.73
D_107
0.60
D_73
0.31
B_39
-0.28
D_110
0.16
D_106
0.15
D_108
-0.15
D_129
0.13
B_18
-0.13
D_58
0.13
B_28
0.12
D_55
0.12

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
B_38
0.10
D_68
0.06
D_117
0.06
D_64
0.06
D_114
0.06
B_30
0.04
D_126
0.04
D_63
0.03
D_88
0.03
target
0.03
D_116
0.01
B_31
0.01
D_66
0.01
D_120
0.01
MOST FREQUENT VALUES
0.2058136007708493
1
<0.1%
0.0075150899447828
1
<0.1%
0.0003879308807357
1
<0.1%
0.4667024843151386
1
<0.1%
0.0683488471494322
1
<0.1%
0.007813880136881
1
<0.1%
0.0385534255399508
1
<0.1%
0.001307250618879
1
<0.1%
0.4033438692249808
1
<0.1%
0.0064697671622542
1
<0.1%
0.6195861649874946
1
<0.1%
0.0066910500214693
1
<0.1%
0.0072332473698676
1
<0.1%
0.3200968380311512
1
<0.1%
0.411430184730147
1
<0.1%
SMALLEST VALUES
3.125592257281484e-06
1
<0.1%
1.0991003986601244e-05
1
<0.1%
3.449393495541742e-05
1
<0.1%
3.468524546924368e-05
1
<0.1%
4.4477179584226926e-05
1
<0.1%
4.823322597604208e-05
1
<0.1%
5.040567066093571e-05
1
<0.1%
5.205636979316197e-05
1
<0.1%
5.235789805505098e-05
1
<0.1%
5.905882799482676e-05
1
<0.1%
5.937063942001664e-05
1
<0.1%
6.998697901355655e-05
1
<0.1%
7.377724979306444e-05
1
<0.1%
7.525169865472803e-05
1
<0.1%
8.041661384945331e-05
1
<0.1%
LARGEST VALUES
1.0896849164780735
1
<0.1%
1.0893910153730455
1
<0.1%
1.0893831983055915
1
<0.1%
1.0890553790339894
1
<0.1%
1.0886442684856172
1
<0.1%
1.0884102215167415
1
<0.1%
1.0875999263002116
1
<0.1%
1.0871146954119475
1
<0.1%
1.0862944257439366
1
<0.1%
1.086261050442799
1
<0.1%
1.085475468816966
1
<0.1%
1.0853351379567708
1
<0.1%
1.0851069052581097
1
<0.1%
1.0849522290132705
1
<0.1%
1.0847351447686278
1
<0.1%
D_103
MISSING:
102
(2%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
D_104
1.00
D_107
0.84
D_102
0.73
D_73
0.33
B_39
-0.27
B_42
-0.22
B_18
-0.21
D_108
-0.20
D_58
0.20
D_61
0.19
D_55
0.18
R_3
0.18
D_75
0.18
D_48
0.17

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
D_120
0.17
B_38
0.17
target
0.12
D_68
0.11
B_30
0.09
D_117
0.08
D_114
0.05
D_64
0.04
D_88
0.03
D_126
0.02
D_63
0.02
D_66
0.01
D_87
0.01
B_31
0.01
MOST FREQUENT VALUES
1.0056573617481457
1
<0.1%
0.0032268008856954
1
<0.1%
1.0053824867023593
1
<0.1%
0.0037012387532284
1
<0.1%
1.0037431247814523
1
<0.1%
0.0004265632847885
1
<0.1%
1.005211362569055
1
<0.1%
0.0092224371534329
1
<0.1%
1.0003889500914227
1
<0.1%
0.0001276567752337
1
<0.1%
0.0005723082460958
1
<0.1%
1.0006055328366208
1
<0.1%
1.0047036651464458
1
<0.1%
1.0000756115610263
1
<0.1%
0.0069819776525663
1
<0.1%
SMALLEST VALUES
4.373852270347367e-06
1
<0.1%
9.297641110854738e-06
1
<0.1%
1.1869415352189216e-05
1
<0.1%
1.231907897540685e-05
1
<0.1%
1.3061212188679729e-05
1
<0.1%
1.4057927556677676e-05
1
<0.1%
2.2769473358101863e-05
1
<0.1%
2.4573313433402523e-05
1
<0.1%
2.458052986307413e-05
1
<0.1%
2.482332669790921e-05
1
<0.1%
2.5529402935995373e-05
1
<0.1%
3.592599204266578e-05
1
<0.1%
3.892483633183064e-05
1
<0.1%
4.273687340223598e-05
1
<0.1%
4.358982253230504e-05
1
<0.1%
LARGEST VALUES
1.009996677550473
1
<0.1%
1.0099945966932384
1
<0.1%
1.009993836832607
1
<0.1%
1.0099901818163637
1
<0.1%
1.0099862158150377
1
<0.1%
1.0099832957488788
1
<0.1%
1.0099813007978462
1
<0.1%
1.009979244863894
1
<0.1%
1.009973551794362
1
<0.1%
1.009966523794461
1
<0.1%
1.009961426222837
1
<0.1%
1.0099608419943062
1
<0.1%
1.0099577344019492
1
<0.1%
1.009946087747433
1
<0.1%
1.0099447514749966
1
<0.1%
D_104
MISSING:
102
(2%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
D_103
1.00
D_107
0.84
D_102
0.74
D_105
0.72
D_73
0.33
B_39
-0.27
B_42
-0.22
B_18
-0.21
D_108
-0.20
D_58
0.20
D_61
0.19
D_55
0.18
D_75
0.18
R_3
0.18

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
B_38
0.17
D_120
0.16
target
0.12
D_68
0.11
B_30
0.09
D_117
0.08
D_114
0.05
D_64
0.04
D_88
0.03
D_126
0.02
D_63
0.02
D_66
0.01
D_87
0.01
B_31
0.01
MOST FREQUENT VALUES
0.9688908484082558
1
<0.1%
0.0065186545287686
1
<0.1%
0.9531698202910156
1
<0.1%
0.0088710846486532
1
<0.1%
0.9494604302722172
1
<0.1%
0.0080937319542889
1
<0.1%
0.9523522875241228
1
<0.1%
0.0021437631452317
1
<0.1%
0.9523864480729992
1
<0.1%
0.0013429561918868
1
<0.1%
0.0016528480539993
1
<0.1%
0.9716999281095194
1
<0.1%
0.9609145789769123
1
<0.1%
0.963780549227224
1
<0.1%
0.0033111793363044
1
<0.1%
SMALLEST VALUES
3.526104047486545e-06
1
<0.1%
1.459348150237516e-05
1
<0.1%
1.526604575063706e-05
1
<0.1%
1.679150566132881e-05
1
<0.1%
2.1808902079988312e-05
1
<0.1%
2.717546926018777e-05
1
<0.1%
3.013521361815319e-05
1
<0.1%
3.5373736531395527e-05
1
<0.1%
3.883062661329317e-05
1
<0.1%
4.243637236384213e-05
1
<0.1%
4.34493774398248e-05
1
<0.1%
4.500236512444466e-05
1
<0.1%
4.79686734001128e-05
1
<0.1%
6.229545512529189e-05
1
<0.1%
6.346299227611652e-05
1
<0.1%
LARGEST VALUES
1.059761191815721
1
<0.1%
1.022884526778283
1
<0.1%
1.0219901569861245
1
<0.1%
1.0202156724399805
1
<0.1%
1.0199921406352954
1
<0.1%
1.019085766356346
1
<0.1%
1.0184839578986151
1
<0.1%
1.017887455176264
1
<0.1%
1.01633451239831
1
<0.1%
1.0160404469880664
1
<0.1%
1.0158732789314928
1
<0.1%
1.015814163949169
1
<0.1%
1.0152913109214778
1
<0.1%
1.0150238613799003
1
<0.1%
1.0146026956246663
1
<0.1%
D_105
MISSING:
3,085
(55%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
D_102
0.74
D_104
0.72
D_111
0.24
D_108
-0.23
D_107
0.23
D_132
0.17
B_39
-0.17
D_110
-0.15
R_3
-0.14
B_42
0.13
D_106
0.13
B_28
0.12
D_135
0.11
P_4
-0.11

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
B_38
0.14
target
0.08
B_30
0.07
D_117
0.07
D_68
0.06
D_114
0.05
D_88
0.05
D_120
0.05
D_64
0.04
D_126
0.04
D_63
0.02
B_31
0.01
D_66
0.01
D_116
0.01
MOST FREQUENT VALUES
0.2447690454403802
1
<0.1%
0.8805220620285017
1
<0.1%
0.5912608536731752
1
<0.1%
0.4665184569855338
1
<0.1%
0.0936991320539608
1
<0.1%
0.1999905233023622
1
<0.1%
0.9202990089716936
1
<0.1%
0.6878451051694012
1
<0.1%
0.2999855584289789
1
<0.1%
0.1215995674981243
1
<0.1%
0.2614390126392901
1
<0.1%
0.0076853332128348
1
<0.1%
1.0891603100107448
1
<0.1%
0.2824392891663946
1
<0.1%
0.2323541627732454
1
<0.1%
SMALLEST VALUES
-0.006416855645699
1
<0.1%
-0.006364637233897
1
<0.1%
-0.0053055585833091
1
<0.1%
-0.0015150546248419
1
<0.1%
-6.850869732739917e-05
1
<0.1%
-4.0567239709522014e-05
1
<0.1%
-1.0009647403227985e-05
1
<0.1%
0.0007913913766232
1
<0.1%
0.0012109406085273
1
<0.1%
0.0021523776524793
1
<0.1%
0.002392466866156
1
<0.1%
0.0032256697731748
1
<0.1%
0.0034042196603365
1
<0.1%
0.0034102881257322
1
<0.1%
0.0048621541565021
1
<0.1%
LARGEST VALUES
3.285264280391081
1
<0.1%
2.10928933784476
1
<0.1%
1.6954318918746971
1
<0.1%
1.6486350564839052
1
<0.1%
1.2082510784035037
1
<0.1%
1.1975035418856927
1
<0.1%
1.165105193313802
1
<0.1%
1.0927723421388338
1
<0.1%
1.0891603100107448
1
<0.1%
1.068495788133195
1
<0.1%
1.0553854244166712
1
<0.1%
1.0516161621448994
1
<0.1%
1.048575869677199
1
<0.1%
1.0484468403910978
1
<0.1%
1.0416868883745851
1
<0.1%
D_106
MISSING:
5,126
(91%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
D_110
1.00
D_111
1.00
B_39
1.00
D_73
0.79
B_42
0.53
D_49
0.40
B_29
0.35
D_108
-0.27
D_79
0.25
R_9
-0.22
D_52
0.20
D_134
-0.18
S_23
0.17
D_77
0.17

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
B_38
0.12
target
0.11
D_68
0.07
B_30
0.06
D_120
0.06
D_64
0.05
D_117
0.05
D_126
0.02
B_31
0.02
D_63
0.02
D_88
0.01
D_114
0.01
D_116
0.00
D_87
0.00
MOST FREQUENT VALUES
0.1313691110737463
1
0.2%
0.0893177903379867
1
0.2%
0.0897629184689476
1
0.2%
0.0510535482045796
1
0.2%
0.2674115042062107
1
0.2%
0.2619439685137968
1
0.2%
0.0011547602720684
1
0.2%
0.0075093565429975
1
0.2%
0.0952524975407359
1
0.2%
0.0903243339662831
1
0.2%
0.1355736222903969
1
0.2%
0.1381242422634497
1
0.2%
0.2197200858052912
1
0.2%
0.6591394881012823
1
0.2%
0.2694881675883593
1
0.2%
SMALLEST VALUES
4.722937049451037e-05
1
0.2%
8.743772564985708e-05
1
0.2%
0.000212071970482
1
0.2%
0.0005837628286869
1
0.2%
0.0007648974877461
1
0.2%
0.0010914737172572
1
0.2%
0.0011154361505145
1
0.2%
0.0011547602720684
1
0.2%
0.0012487516797589
1
0.2%
0.0018319643652764
1
0.2%
0.0019989541730253
1
0.2%
0.0020142920913641
1
0.2%
0.0020559141297869
1
0.2%
0.0021481124508805
1
0.2%
0.002352968467291
1
0.2%
LARGEST VALUES
5.524537060112944
1
0.2%
1.9168095537212688
1
0.2%
1.3527780936818854
1
0.2%
1.1320789465143963
1
0.2%
1.09507713460327
1
0.2%
1.0522205767021402
1
0.2%
1.0006458881740008
1
0.2%
0.9633233185861638
1
0.2%
0.923034537378728
1
0.2%
0.9181886141769052
1
0.2%
0.8724792612249004
1
0.2%
0.7473712465094686
1
0.2%
0.7056329696460996
1
0.2%
0.6615924832398156
1
0.2%
0.6591394881012823
1
0.2%
D_107
MISSING:
102
(2%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
D_103
0.84
D_104
0.84
D_102
0.60
D_73
0.28
D_105
0.23
B_39
-0.23
B_18
-0.21
D_58
0.20
R_3
0.20
D_61
0.20
D_55
0.19
B_42
-0.19
D_48
0.18
D_108
-0.18

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
D_120
0.20
B_38
0.16
target
0.12
D_68
0.09
B_30
0.07
D_114
0.06
D_117
0.06
D_64
0.04
D_63
0.04
D_88
0.04
D_126
0.02
B_31
0.01
D_87
0.01
D_116
0.01
MOST FREQUENT VALUES
0.3361826430548675
1
<0.1%
0.0021435339221371
1
<0.1%
0.3350486096530346
1
<0.1%
0.0033714662021911
1
<0.1%
0.6738171934020817
1
<0.1%
0.0072061261644571
1
<0.1%
0.6752713693971223
1
<0.1%
0.0023843457125711
1
<0.1%
0.6726697013487893
1
<0.1%
0.0086659332740666
1
<0.1%
0.0083085964270307
1
<0.1%
0.3430001442298106
1
<0.1%
0.6724408344691442
1
<0.1%
0.3391515245580209
1
<0.1%
0.0026179350462691
1
<0.1%
SMALLEST VALUES
3.977268755279706e-06
1
<0.1%
1.6802380411170547e-05
1
<0.1%
2.2767354308567136e-05
1
<0.1%
2.290524910744885e-05
1
<0.1%
2.422453734482577e-05
1
<0.1%
2.992284666111012e-05
1
<0.1%
3.1070862043786064e-05
1
<0.1%
3.190994965821425e-05
1
<0.1%
3.50963251393055e-05
1
<0.1%
4.628405425990079e-05
1
<0.1%
5.073631636705378e-05
1
<0.1%
5.214399601502051e-05
1
<0.1%
5.405376921409078e-05
1
<0.1%
5.686209111919638e-05
1
<0.1%
6.33211494676711e-05
1
<0.1%
LARGEST VALUES
4.006434912823964
1
<0.1%
2.0092364031974417
1
<0.1%
2.0079258906633903
1
<0.1%
2.005165553369766
1
<0.1%
1.6729669469278758
1
<0.1%
1.6714309398832403
1
<0.1%
1.6697977656592944
1
<0.1%
1.3428954485537103
1
<0.1%
1.3422251055527086
1
<0.1%
1.3418714384024035
1
<0.1%
1.341091649875806
1
<0.1%
1.339933478022181
1
<0.1%
1.339163768599284
1
<0.1%
1.337879705439425
1
<0.1%
1.337204365090848
1
<0.1%
B_36
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
B_39
-0.65
D_110
0.51
D_108
0.25
B_42
0.21
B_25
0.19
D_111
0.14
B_11
0.11
D_59
0.10
B_14
0.10
B_1
0.09
D_73
0.09
B_28
0.08
B_9
0.07
B_4
0.06

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
D_63
0.09
B_38
0.08
D_68
0.05
D_117
0.03
target
0.03
D_120
0.03
D_64
0.03
D_126
0.02
B_30
0.02
D_66
0.01
D_88
0.01
D_114
0.00
D_87
0.00
D_116
0.00
MOST FREQUENT VALUES
0.0022460806644431
1
<0.1%
0.0034269520863867
1
<0.1%
0.0032959394487241
1
<0.1%
0.0067072478834513
1
<0.1%
0.0076157665158131
1
<0.1%
0.0098283781788711
1
<0.1%
0.0018975999837311
1
<0.1%
0.00275928623762
1
<0.1%
0.0055093150894134
1
<0.1%
0.0035222432243273
1
<0.1%
0.0024249902561169
1
<0.1%
0.0073835893143924
1
<0.1%
0.0091223412050641
1
<0.1%
0.0038987586399513
1
<0.1%
0.0004216662599927
1
<0.1%
SMALLEST VALUES
5.1935652300560965e-06
1
<0.1%
7.322374865336156e-06
1
<0.1%
1.3926125733667584e-05
1
<0.1%
1.545112543881566e-05
1
<0.1%
1.6898190957893578e-05
1
<0.1%
1.8300813111292724e-05
1
<0.1%
1.909569560076263e-05
1
<0.1%
1.960488442273589e-05
1
<0.1%
2.1907744062611423e-05
1
<0.1%
2.5894357058310337e-05
1
<0.1%
2.706305649773921e-05
1
<0.1%
2.7342210305021377e-05
1
<0.1%
2.9117219745286027e-05
1
<0.1%
2.9586633043926504e-05
1
<0.1%
3.077775729584009e-05
1
<0.1%
LARGEST VALUES
0.5067605478368814
1
<0.1%
0.483790470267551
1
<0.1%
0.4727201230071714
1
<0.1%
0.4662676818376541
1
<0.1%
0.4563719316813429
1
<0.1%
0.443172665418906
1
<0.1%
0.4016426517444735
1
<0.1%
0.373960958400003
1
<0.1%
0.3429599417789882
1
<0.1%
0.2863315335234255
1
<0.1%
0.2840982441647404
1
<0.1%
0.2834823267321684
1
<0.1%
0.2695115744039976
1
<0.1%
0.2358836913999537
1
<0.1%
0.18765878370481
1
<0.1%
B_37
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
B_1
0.99
B_11
0.99
B_3
0.73
B_19
0.72
B_2
-0.64
B_20
0.64
B_22
0.63
B_23
0.61
B_7
0.61
B_16
0.59
B_33
-0.57
B_18
-0.57
B_9
0.55
B_4
0.48

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
B_30
0.66
B_38
0.64
target
0.39
D_63
0.11
D_117
0.10
D_64
0.08
D_88
0.08
D_68
0.08
D_114
0.08
B_31
0.06
D_120
0.06
D_126
0.04
D_87
0.04
D_66
0.01
MOST FREQUENT VALUES
0.2559699468523333
1
<0.1%
0.0410727799966735
1
<0.1%
0.0169147666901876
1
<0.1%
0.0075853271457264
1
<0.1%
0.0136861113261609
1
<0.1%
0.1126402492401894
1
<0.1%
0.005651239292056
1
<0.1%
0.1275966553756154
1
<0.1%
0.0338389182310489
1
<0.1%
0.0178643895485408
1
<0.1%
0.0021916657040164
1
<0.1%
0.2144718311305901
1
<0.1%
0.3859683125686303
1
<0.1%
0.3295228333378858
1
<0.1%
0.1345088025582784
1
<0.1%
SMALLEST VALUES
-0.2250825252052627
1
<0.1%
-0.1211631343509856
1
<0.1%
-0.0402450487014062
1
<0.1%
-0.0185741233783573
1
<0.1%
-0.0137454425032381
1
<0.1%
-0.0124606214265686
1
<0.1%
-0.0092987123891291
1
<0.1%
-0.0082119364098936
1
<0.1%
-0.0069870615088633
1
<0.1%
-0.0061641425183413
1
<0.1%
-0.005238076591198
1
<0.1%
-0.0038838460849047
1
<0.1%
-0.0038401231037418
1
<0.1%
-0.003412427939321
1
<0.1%
-0.0019254368187337
1
<0.1%
LARGEST VALUES
1.327515636586405
1
<0.1%
1.3264115086574844
1
<0.1%
1.325782838531521
1
<0.1%
1.3253290439548069
1
<0.1%
1.3249033498449458
1
<0.1%
1.324861757956681
1
<0.1%
1.3234512014401136
1
<0.1%
1.323078101513714
1
<0.1%
1.323022660717912
1
<0.1%
1.3226979538437798
1
<0.1%
1.322209400804795
1
<0.1%
1.3195354823288412
1
<0.1%
1.3190650163571522
1
<0.1%
1.3187292161995836
1
<0.1%
1.3184061052512015
1
<0.1%
R_26
MISSING:
5,058
(90%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
D_111
-0.80
D_110
-0.54
B_29
0.42
D_137
-0.32
B_42
-0.27
R_25
0.26
D_72
0.23
P_2
-0.22
D_76
-0.22
D_82
-0.21
D_78
0.21
D_53
0.19
D_131
0.19
D_79
0.19

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
target
0.16
B_31
0.11
B_38
0.10
D_120
0.08
D_68
0.06
D_117
0.06
D_114
0.04
D_63
0.04
B_30
0.03
D_64
0.03
D_126
0.02
D_66
0.01
D_88
0.01
D_116
0.00
MOST FREQUENT VALUES
0.0002087533987757
1
0.2%
0.0059772505082397
1
0.2%
0.0008744856172053
1
0.2%
0.0015724093530648
1
0.2%
0.1149821817142729
1
0.2%
0.005628436528388
1
0.2%
0.0031039009469739
1
0.2%
0.1124580850323623
1
0.2%
0.0080192439683734
1
0.2%
0.0447897881026511
1
0.2%
0.044220339291086
1
0.2%
0.0771932824427436
1
0.2%
0.4002258085410617
1
0.2%
0.0097489271818877
1
0.2%
0.0092773167857203
1
0.2%
SMALLEST VALUES
3.336482011042197e-05
1
0.2%
5.0797293512906405e-05
1
0.2%
9.382244577719856e-05
1
0.2%
0.0001345735954752
1
0.2%
0.0001777340942609
1
0.2%
0.0002087533987757
1
0.2%
0.0003982051659484
1
0.2%
0.0004336534280313
1
0.2%
0.0004367555772447
1
0.2%
0.0004482571020222
1
0.2%
0.0004541473216363
1
0.2%
0.0004947085931397
1
0.2%
0.0005269728152368
1
0.2%
0.0005775287925262
1
0.2%
0.0006049862198733
1
0.2%
LARGEST VALUES
2.465418030508941
1
0.2%
2.465186373566336
1
0.2%
1.64816908081821
1
0.2%
1.401977652973002
1
0.2%
1.2164011454117498
1
0.2%
1.0041490526527257
1
0.2%
0.7591182795191552
1
0.2%
0.7540664010738002
1
0.2%
0.7238884912290932
1
0.2%
0.714502499856201
1
0.2%
0.5810396072254519
1
0.2%
0.5375339698912369
1
0.2%
0.5361578301289814
1
0.2%
0.5020820997832255
1
0.2%
0.4688271450088698
1
0.2%
R_27
MISSING:
135
(2%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
D_110
0.34
P_2
0.32
D_42
-0.30
B_39
0.27
R_3
-0.24
B_8
-0.24
D_43
-0.24
D_48
-0.24
D_111
-0.23
D_47
0.22
D_45
0.21
D_61
-0.21
B_9
-0.20
D_44
-0.20

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
target
0.28
D_68
0.20
D_64
0.18
B_38
0.17
D_117
0.17
D_114
0.16
D_120
0.14
D_126
0.13
B_30
0.07
D_63
0.05
D_88
0.05
D_66
0.02
D_116
0.01
D_87
0.00
MOST FREQUENT VALUES
1.0069901505089294
1
<0.1%
1.0018259947989976
1
<0.1%
1.00846782027952
1
<0.1%
1.0064691014129898
1
<0.1%
1.0086077687494144
1
<0.1%
1.0046399026571922
1
<0.1%
1.0073071634584905
1
<0.1%
1.0081295011824252
1
<0.1%
1.0091333020016506
1
<0.1%
1.0010616304409603
1
<0.1%
1.0043471790998295
1
<0.1%
1.0091580039726575
1
<0.1%
1.000323736313098
1
<0.1%
0.0238572716387377
1
<0.1%
1.0029411469932883
1
<0.1%
SMALLEST VALUES
-0.0139263885379668
1
<0.1%
-0.0110177971341945
1
<0.1%
-0.0104471215322726
1
<0.1%
-0.0097956006860275
1
<0.1%
-0.0066794357167079
1
<0.1%
-0.0063125309986867
1
<0.1%
-0.0061293305359465
1
<0.1%
-0.0046645707837942
1
<0.1%
-0.0033927725282915
1
<0.1%
-0.0026429527782419
1
<0.1%
-0.0025300467692564
1
<0.1%
-0.0022509837725472
1
<0.1%
-0.0018050965238393
1
<0.1%
-0.0015587159426041
1
<0.1%
-0.001368227041331
1
<0.1%
LARGEST VALUES
1.0099969885405422
1
<0.1%
1.009993652797884
1
<0.1%
1.0099860583014242
1
<0.1%
1.0099821440265222
1
<0.1%
1.009981355771114
1
<0.1%
1.0099800995776025
1
<0.1%
1.009979903791168
1
<0.1%
1.0099779328326677
1
<0.1%
1.0099776197196342
1
<0.1%
1.0099743960028178
1
<0.1%
1.00997329187164
1
<0.1%
1.0099730438891512
1
<0.1%
1.009972206944876
1
<0.1%
1.0099689203710729
1
<0.1%
1.0099644391053306
1
<0.1%
B_38
MISSING:
1
(<1%)
TOP CATEGORIES
target
2.0
1,990
35%
116
6%
3.0
1,298
23%
410
32%
1.0
1,269
23%
162
13%
5.0
420
7%
220
52%
4.0
259
5%
183
71%
7.0
248
4%
126
51%
6.0
150
3%
96
64%
ALL
5,634
100%
1,314
23%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
B_38
PROVIDES INFORMATION ON...
B_30
0.41
D_87
0.38
D_88
0.21
D_116
0.21
target
0.20
D_63
0.08
B_31
0.08
D_120
0.04
D_64
0.03
D_68
0.02
D_117
0.02
D_114
0.01
D_126
0.01
D_66
0.01

THESE FEATURES
GIVE INFORMATION
ON B_38:
B_30
0.11
target
0.07
D_63
0.04
D_117
0.03
D_68
0.02
D_64
0.02
D_120
0.01
D_114
0.01
D_126
0.00
D_66
0.00
D_88
0.00
B_31
0.00
D_116
0.00
D_87
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
B_38
CORRELATION RATIO WITH...
B_16
0.85
B_2
0.80
B_33
0.80
B_18
0.79
B_19
0.76
S_6
0.75
B_20
0.73
B_17
0.72
B_3
0.70
B_1
0.64
B_37
0.64
B_11
0.62
B_9
0.62
B_7
0.59
D_108
MISSING:
5,603
(>99%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
D_73
1.00
R_9
1.00
B_42
1.00
S_20
1.00
R_21
1.00
R_28
1.00
S_16
1.00
B_21
0.98
B_10
0.92
D_132
-0.86
R_1
0.70
D_42
-0.69
B_6
0.64
S_3
0.57

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
D_64
0.06
D_68
0.06
D_63
0.05
D_126
0.03
target
0.02
D_117
0.02
B_38
0.02
D_114
0.02
B_30
0.01
D_66
0.00
D_120
0.00
B_31
0.00
D_88
0.00
D_116
0.00
MOST FREQUENT VALUES
0.0055206005609853
1
3.1%
0.0039639888934624
1
3.1%
0.0053314068596563
1
3.1%
0.0080698083475063
1
3.1%
1.0049057164668138
1
3.1%
0.0071922705654102
1
3.1%
0.0093531627430339
1
3.1%
0.006887825418239
1
3.1%
0.0014729897424719
1
3.1%
0.0067623165314453
1
3.1%
2.348824900838653e-05
1
3.1%
0.0064556199199532
1
3.1%
0.0029478377648577
1
3.1%
0.0099052658426077
1
3.1%
0.0026759613247722
1
3.1%
SMALLEST VALUES
2.348824900838653e-05
1
3.1%
5.411937709179582e-05
1
3.1%
0.0001041998584373
1
3.1%
0.0004184274497225
1
3.1%
0.0014729897424719
1
3.1%
0.0019599856560631
1
3.1%
0.0026759613247722
1
3.1%
0.0029478377648577
1
3.1%
0.0036152680280035
1
3.1%
0.0038258268161651
1
3.1%
0.0039511495834004
1
3.1%
0.0039639888934624
1
3.1%
0.0043055631390839
1
3.1%
0.0044922541450537
1
3.1%
0.0045970804021788
1
3.1%
LARGEST VALUES
1.0049057164668138
1
3.1%
0.0099052658426077
1
3.1%
0.0097173213382979
1
3.1%
0.0093531627430339
1
3.1%
0.0090313656858668
1
3.1%
0.0080698083475063
1
3.1%
0.0071922705654102
1
3.1%
0.006887825418239
1
3.1%
0.0067623165314453
1
3.1%
0.0064556199199532
1
3.1%
0.0060209396828438
1
3.1%
0.0059006859815351
1
3.1%
0.0058514768794795
1
3.1%
0.0058073743579892
1
3.1%
0.0055206005609853
1
3.1%
D_109
MISSING:
2
(<1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
D_108
0.27
D_110
0.24
B_42
-0.13
D_138
0.10
D_136
-0.09
B_39
-0.08
D_52
0.06
D_134
-0.06
D_42
0.06
D_51
0.06
D_56
0.05
D_62
0.04
D_49
0.04
D_106
-0.04

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
D_63
0.08
D_68
0.03
B_38
0.03
D_126
0.02
D_114
0.02
B_30
0.02
D_117
0.02
D_120
0.01
D_66
0.01
target
0.01
D_64
0.01
B_31
0.00
D_88
0.00
D_87
0.00
MOST FREQUENT VALUES
0.0080747761640726
1
<0.1%
0.008908642206797
1
<0.1%
0.0051382154438054
1
<0.1%
0.0013136169315545
1
<0.1%
0.0085049714562562
1
<0.1%
0.0081746900092293
1
<0.1%
0.0099149313486218
1
<0.1%
0.0059893693244826
1
<0.1%
0.0055508321589123
1
<0.1%
0.008894007337643
1
<0.1%
0.0070092552088481
1
<0.1%
0.0071684024282641
1
<0.1%
0.0075083355184513
1
<0.1%
0.0026167476739785
1
<0.1%
0.0022499227286809
1
<0.1%
SMALLEST VALUES
4.069216710156365e-07
1
<0.1%
3.2937877890693023e-06
1
<0.1%
3.2944759661435177e-06
1
<0.1%
3.376624970050645e-06
1
<0.1%
5.388526307532615e-06
1
<0.1%
7.416512912400419e-06
1
<0.1%
9.10453671170819e-06
1
<0.1%
1.089029930196994e-05
1
<0.1%
1.2239929902477798e-05
1
<0.1%
1.3364194642777605e-05
1
<0.1%
1.4795271195381376e-05
1
<0.1%
1.9039648284707724e-05
1
<0.1%
1.9451175034396195e-05
1
<0.1%
2.3017889843643947e-05
1
<0.1%
2.6962566284076672e-05
1
<0.1%
LARGEST VALUES
1.0091858027904987
1
<0.1%
1.007474420922409
1
<0.1%
1.00653663729185
1
<0.1%
1.006168357120554
1
<0.1%
1.0044605844967127
1
<0.1%
1.0041257319225152
1
<0.1%
1.003978023496365
1
<0.1%
1.003940096850883
1
<0.1%
1.002584572024927
1
<0.1%
1.0018966346537057
1
<0.1%
0.0099993773785547
1
<0.1%
0.0099956843138149
1
<0.1%
0.009994354307527
1
<0.1%
0.0099941102720039
1
<0.1%
0.0099916300728795
1
<0.1%
D_110
MISSING:
5,613
(>99%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
D_49
1.00
D_76
1.00
D_106
1.00
D_132
1.00
D_134
-1.00
D_135
1.00
D_136
1.00
D_137
1.00
D_138
-1.00
D_142
0.70
D_53
0.59
R_4
-0.58
S_16
-0.56
B_23
0.56

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
D_63
0.09
B_38
0.08
D_68
0.05
D_64
0.04
D_120
0.03
D_126
0.03
D_117
0.03
target
0.02
B_30
0.01
D_66
0.01
D_114
0.00
B_31
0.00
D_88
0.00
D_116
0.00
MOST FREQUENT VALUES
1.009798697856139
1
4.5%
1.0071770660052433
1
4.5%
1.0089277117367128
1
4.5%
0.919279190658296
1
4.5%
0.5336337861585564
1
4.5%
0.7840381494755365
1
4.5%
1.0060256494458577
1
4.5%
1.0098799718261429
1
4.5%
0.2857624720944218
1
4.5%
1.0011365192503912
1
4.5%
1.0037598307671876
1
4.5%
0.802718330359431
1
4.5%
0.5335164640049164
1
4.5%
1.0026575047715
1
4.5%
0.1446014534172854
1
4.5%
SMALLEST VALUES
0.1446014534172854
1
4.5%
0.2857624720944218
1
4.5%
0.2956223163876143
1
4.5%
0.5335164640049164
1
4.5%
0.5336337861585564
1
4.5%
0.7553536087691727
1
4.5%
0.7653752117166809
1
4.5%
0.7840381494755365
1
4.5%
0.802718330359431
1
4.5%
0.919279190658296
1
4.5%
1.0011365192503912
1
4.5%
1.002573824480776
1
4.5%
1.0026575047715
1
4.5%
1.0037598307671876
1
4.5%
1.0048140269892811
1
4.5%
LARGEST VALUES
1.0098799718261429
1
4.5%
1.009798697856139
1
4.5%
1.0091611420428668
1
4.5%
1.0089277117367128
1
4.5%
1.008669839605451
1
4.5%
1.0071770660052433
1
4.5%
1.0060256494458577
1
4.5%
1.0048140269892811
1
4.5%
1.0037598307671876
1
4.5%
1.0026575047715
1
4.5%
1.002573824480776
1
4.5%
1.0011365192503912
1
4.5%
0.919279190658296
1
4.5%
0.802718330359431
1
4.5%
0.7840381494755365
1
4.5%
D_111
MISSING:
5,613
(>99%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
D_49
1.00
D_76
1.00
D_106
1.00
D_132
1.00
D_134
-1.00
D_135
1.00
D_136
1.00
D_137
1.00
D_138
-1.00
R_26
-0.80
D_59
0.64
S_5
-0.61
B_27
0.56
D_79
-0.55

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
D_63
0.11
B_38
0.07
D_68
0.05
D_64
0.03
D_120
0.03
D_117
0.03
D_126
0.02
B_30
0.02
target
0.01
D_66
0.01
B_31
0.00
D_88
0.00
D_116
0.00
D_87
0.00
MOST FREQUENT VALUES
1.0085856724797713
1
4.5%
1.000567465204931
1
4.5%
1.0003580735701896
1
4.5%
1.0002235438568918
1
4.5%
1.0001876980901658
1
4.5%
1.0028127233486404
1
4.5%
1.0004575904126087
1
4.5%
1.0004592555973586
1
4.5%
1.008778410683496
1
4.5%
0.5092073090303791
1
4.5%
1.007807162662263
1
4.5%
1.0000987763528837
1
4.5%
0.509365573239507
1
4.5%
1.0014438763462037
1
4.5%
1.0012501885340068
1
4.5%
SMALLEST VALUES
0.5049643935237565
1
4.5%
0.5092073090303791
1
4.5%
0.509365573239507
1
4.5%
1.0000987763528837
1
4.5%
1.0001876980901658
1
4.5%
1.0002235438568918
1
4.5%
1.0003580735701896
1
4.5%
1.0004575904126087
1
4.5%
1.0004592555973586
1
4.5%
1.00051549356688
1
4.5%
1.000567465204931
1
4.5%
1.0007545253487573
1
4.5%
1.001141387202308
1
4.5%
1.0012501885340068
1
4.5%
1.0014438763462037
1
4.5%
LARGEST VALUES
1.0095851143124603
1
4.5%
1.008778410683496
1
4.5%
1.0085856724797713
1
4.5%
1.0078699397954871
1
4.5%
1.007807162662263
1
4.5%
1.0032637513259544
1
4.5%
1.0028127233486404
1
4.5%
1.0014438763462037
1
4.5%
1.0012501885340068
1
4.5%
1.001141387202308
1
4.5%
1.0007545253487573
1
4.5%
1.000567465204931
1
4.5%
1.00051549356688
1
4.5%
1.0004592555973586
1
4.5%
1.0004575904126087
1
4.5%
B_39
MISSING:
5,610
(>99%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
D_49
1.00
D_76
1.00
D_106
1.00
B_42
1.00
D_132
1.00
D_134
-1.00
D_135
1.00
D_136
1.00
D_137
1.00
D_138
-1.00
B_9
-0.76
B_17
-0.74
B_36
-0.65
B_19
0.57

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
B_38
0.05
D_117
0.04
D_68
0.04
D_63
0.03
D_66
0.03
D_126
0.02
D_114
0.01
D_64
0.01
target
0.01
D_120
0.01
B_30
0.00
B_31
0.00
D_88
0.00
D_116
0.00
MOST FREQUENT VALUES
0.0980875784898929
1
4.0%
0.1023906633855886
1
4.0%
0.1558738271156426
1
4.0%
0.0734306538798198
1
4.0%
0.1046638229667438
1
4.0%
0.328045058196957
1
4.0%
0.1952937958026691
1
4.0%
1.001858699259214
1
4.0%
0.1252611880372351
1
4.0%
0.240065617394682
1
4.0%
0.3452643618377474
1
4.0%
1.009575820744053
1
4.0%
0.1050336859412974
1
4.0%
0.487339106380851
1
4.0%
0.3476784757705769
1
4.0%
SMALLEST VALUES
0.0267056594168467
1
4.0%
0.0461946217555112
1
4.0%
0.0715208917820286
1
4.0%
0.0734306538798198
1
4.0%
0.0980875784898929
1
4.0%
0.1023906633855886
1
4.0%
0.1046638229667438
1
4.0%
0.1050336859412974
1
4.0%
0.1252611880372351
1
4.0%
0.1307225518230498
1
4.0%
0.1481561033713949
1
4.0%
0.1558738271156426
1
4.0%
0.1952937958026691
1
4.0%
0.240065617394682
1
4.0%
0.2545674274176279
1
4.0%
LARGEST VALUES
1.009575820744053
1
4.0%
1.0048262004393096
1
4.0%
1.0029661321987189
1
4.0%
1.001858699259214
1
4.0%
0.487339106380851
1
4.0%
0.3490203093958845
1
4.0%
0.3476784757705769
1
4.0%
0.3452643618377474
1
4.0%
0.328045058196957
1
4.0%
0.2725652908275188
1
4.0%
0.2545674274176279
1
4.0%
0.240065617394682
1
4.0%
0.1952937958026691
1
4.0%
0.1558738271156426
1
4.0%
0.1481561033713949
1
4.0%
D_112
MISSING:
2
(<1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
D_41
-0.61
D_54
0.33
D_39
-0.31
D_65
-0.30
P_2
0.29
B_33
0.27
B_18
0.25
B_16
-0.24
B_2
0.24
D_48
-0.23
B_20
-0.21
D_55
-0.21
D_61
-0.21
R_1
-0.21

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
B_38
0.28
target
0.22
D_63
0.21
B_30
0.08
D_117
0.08
D_88
0.07
D_68
0.07
D_64
0.06
B_31
0.05
D_116
0.04
D_120
0.04
D_87
0.03
D_126
0.03
D_66
0.02
MOST FREQUENT VALUES
1.0081774317824106
1
<0.1%
1.0069886381705224
1
<0.1%
1.002766066441856
1
<0.1%
1.0000242026105046
1
<0.1%
1.0091459802075284
1
<0.1%
1.005724310743134
1
<0.1%
1.00223679017323
1
<0.1%
0.0026325706446521
1
<0.1%
1.0092150250847771
1
<0.1%
1.00731897886193
1
<0.1%
1.0022514418018882
1
<0.1%
1.0022841700974734
1
<0.1%
1.000515122640896
1
<0.1%
1.0049359939344025
1
<0.1%
0.0027289170528488
1
<0.1%
SMALLEST VALUES
2.2475930442550363e-05
1
<0.1%
2.2963805662092884e-05
1
<0.1%
9.548968226606003e-05
1
<0.1%
0.0001338320848941
1
<0.1%
0.0001753382238568
1
<0.1%
0.0001997889048771
1
<0.1%
0.0002344719969024
1
<0.1%
0.0002677175093817
1
<0.1%
0.0002701105236265
1
<0.1%
0.0002842294973736
1
<0.1%
0.0004509332516415
1
<0.1%
0.0004517401413538
1
<0.1%
0.000513819045973
1
<0.1%
0.000545543201599
1
<0.1%
0.000569062768361
1
<0.1%
LARGEST VALUES
1.009999671816761
1
<0.1%
1.0099990501910685
1
<0.1%
1.0099976682278424
1
<0.1%
1.0099957409845466
1
<0.1%
1.009995426649078
1
<0.1%
1.009991484905859
1
<0.1%
1.0099914436599258
1
<0.1%
1.0099908563638114
1
<0.1%
1.0099897913014602
1
<0.1%
1.0099895002677808
1
<0.1%
1.0099890632159856
1
<0.1%
1.0099845538166263
1
<0.1%
1.009983750534562
1
<0.1%
1.0099836901173442
1
<0.1%
1.0099833936954568
1
<0.1%
B_40
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
D_110
0.48
D_73
-0.29
D_111
0.28
D_77
-0.26
D_138
0.21
D_76
-0.20
B_42
-0.20
R_9
0.17
B_39
-0.13
R_24
0.12
D_132
0.12
D_42
0.12
B_7
0.11
D_72
0.11

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
B_38
0.08
target
0.05
D_120
0.04
D_117
0.03
D_126
0.03
B_30
0.02
D_68
0.01
D_63
0.01
D_66
0.01
D_64
0.01
D_114
0.00
D_88
0.00
D_116
0.00
D_87
0.00
MOST FREQUENT VALUES
0.4571979660558987
1
<0.1%
0.015386832474074
1
<0.1%
0.0911417501123052
1
<0.1%
0.7765052129481657
1
<0.1%
0.0255934883201321
1
<0.1%
0.0437317825142052
1
<0.1%
0.0207347184558778
1
<0.1%
0.374936413684944
1
<0.1%
0.7953374990488443
1
<0.1%
0.0022690024931567
1
<0.1%
0.0056444638748606
1
<0.1%
0.2203072170374883
1
<0.1%
0.3388816431667048
1
<0.1%
0.3468153077443885
1
<0.1%
0.5829037140666514
1
<0.1%
SMALLEST VALUES
4.768024056903686e-06
1
<0.1%
8.772671168985057e-06
1
<0.1%
2.3741652093898222e-05
1
<0.1%
3.211728294006067e-05
1
<0.1%
4.811813252296626e-05
1
<0.1%
5.017005284078224e-05
1
<0.1%
5.265314013629618e-05
1
<0.1%
6.830592544284531e-05
1
<0.1%
8.242301006350594e-05
1
<0.1%
8.411814636081206e-05
1
<0.1%
9.271788989617892e-05
1
<0.1%
9.49095361099528e-05
1
<0.1%
0.000100786627458
1
<0.1%
0.0001095203068395
1
<0.1%
0.0001141740275418
1
<0.1%
LARGEST VALUES
279.3414299152746
1
<0.1%
8.92186029600321
1
<0.1%
6.389541291323583
1
<0.1%
4.516421846710926
1
<0.1%
4.064214431566565
1
<0.1%
4.033585761812441
1
<0.1%
3.831142297550427
1
<0.1%
3.0370856739264034
1
<0.1%
2.9085822164336537
1
<0.1%
2.6862714227033795
1
<0.1%
2.664292677382836
1
<0.1%
2.5275655481741515
1
<0.1%
2.515367184569012
1
<0.1%
2.460640051066404
1
<0.1%
2.413076885362593
1
<0.1%
S_27
MISSING:
1,489
(26%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
S_13
0.30
D_110
-0.28
D_111
-0.24
D_60
0.22
B_39
-0.18
S_8
0.17
S_24
0.17
S_22
0.17
P_4
0.13
B_20
-0.13
D_136
0.13
R_26
-0.12
S_25
0.12
D_53
-0.12

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
B_38
0.36
B_30
0.14
D_63
0.13
D_68
0.10
D_117
0.08
D_126
0.07
D_120
0.06
D_64
0.05
D_66
0.04
D_88
0.04
D_114
0.03
B_31
0.01
target
0.01
D_87
0.01
MOST FREQUENT VALUES
0.0023159922345277
1
<0.1%
0.0016992551060602
1
<0.1%
0.0001796677551925
1
<0.1%
0.0079492027582057
1
<0.1%
0.5023662608956357
1
<0.1%
0.0026042798031528
1
<0.1%
0.3463484109732951
1
<0.1%
0.0067581871930772
1
<0.1%
0.006639783750919
1
<0.1%
0.504873402081618
1
<0.1%
0.5764179741213228
1
<0.1%
0.1903639316970399
1
<0.1%
0.7458638134150863
1
<0.1%
0.0088714871555185
1
<0.1%
0.0062546667397516
1
<0.1%
SMALLEST VALUES
1.3831323663204832e-06
1
<0.1%
2.047769164578161e-06
1
<0.1%
5.73186587196406e-06
1
<0.1%
1.3550950731096024e-05
1
<0.1%
1.520292606109308e-05
1
<0.1%
1.6994121254672034e-05
1
<0.1%
2.1753714669182635e-05
1
<0.1%
2.489787737587568e-05
1
<0.1%
2.861788429681656e-05
1
<0.1%
6.2285931183097e-05
1
<0.1%
7.297879682175767e-05
1
<0.1%
7.302564814707369e-05
1
<0.1%
8.585157088574214e-05
1
<0.1%
9.126792984169409e-05
1
<0.1%
9.556118888481292e-05
1
<0.1%
LARGEST VALUES
4.615970251097089
1
<0.1%
4.550134905049974
1
<0.1%
4.466229494138948
1
<0.1%
4.462868014327047
1
<0.1%
4.291407571242888
1
<0.1%
3.9774158718888986
1
<0.1%
3.850341891108318
1
<0.1%
3.675514290605506
1
<0.1%
3.486445170868638
1
<0.1%
3.313060538585572
1
<0.1%
3.232318768104373
1
<0.1%
2.772943739840909
1
<0.1%
2.2708972679546395
1
<0.1%
2.0033136564379195
1
<0.1%
1.8611127122506133
1
<0.1%
D_113
MISSING:
186
(3%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
D_115
-0.46
D_118
-0.45
D_119
-0.45
D_125
0.43
D_121
-0.36
D_47
-0.32
D_122
-0.29
D_111
-0.27
D_123
0.26
B_8
0.24
D_45
-0.23
D_124
0.21
P_2
-0.21
R_27
-0.16

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
D_68
0.68
D_64
0.25
D_117
0.16
D_114
0.14
target
0.14
B_38
0.13
D_126
0.13
D_120
0.12
D_66
0.12
B_30
0.07
D_63
0.05
B_31
0.03
D_116
0.02
D_88
0.01
MOST FREQUENT VALUES
0.807791709684702
1
<0.1%
0.0088223657379416
1
<0.1%
0.4043826577032516
1
<0.1%
0.0039775624870501
1
<0.1%
0.2073352349942405
1
<0.1%
0.2097084157285724
1
<0.1%
0.0028782367070368
1
<0.1%
0.0063199306392856
1
<0.1%
0.8040741222907987
1
<0.1%
0.2010549871769182
1
<0.1%
0.0048377991187463
1
<0.1%
0.0074401521528513
1
<0.1%
0.0016415586672873
1
<0.1%
0.0025532841552525
1
<0.1%
0.4052655416689791
1
<0.1%
SMALLEST VALUES
7.454326415003987e-06
1
<0.1%
1.1324683148303816e-05
1
<0.1%
1.851866004374925e-05
1
<0.1%
2.6036816873341586e-05
1
<0.1%
2.958475425074436e-05
1
<0.1%
4.303141209826445e-05
1
<0.1%
4.422091279973617e-05
1
<0.1%
4.927336055290277e-05
1
<0.1%
4.96834414086611e-05
1
<0.1%
5.1996264086221486e-05
1
<0.1%
6.298647377454004e-05
1
<0.1%
6.598553646777527e-05
1
<0.1%
6.887147088421863e-05
1
<0.1%
6.952839652707988e-05
1
<0.1%
7.177972024597246e-05
1
<0.1%
LARGEST VALUES
7.607959814995159
1
<0.1%
1.801975866590436
1
<0.1%
1.6082347985233725
1
<0.1%
1.409605493342017
1
<0.1%
1.4067600578636612
1
<0.1%
1.405174199475916
1
<0.1%
1.4036454640464746
1
<0.1%
1.401138458184779
1
<0.1%
1.4007350443781423
1
<0.1%
1.208425399150889
1
<0.1%
1.2082253907098273
1
<0.1%
1.2072386018464587
1
<0.1%
1.2052435798785872
1
<0.1%
1.2048746429642547
1
<0.1%
1.2048567081780113
1
<0.1%
D_114
MISSING:
186
(3%)
TOP CATEGORIES
target
1.0
3,315
61%
525
16%
0.0
2,134
39%
703
33%
ALL
5,449
100%
1,314
23%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
D_114
PROVIDES INFORMATION ON...
D_64
0.12
D_116
0.10
D_126
0.07
D_88
0.06
D_87
0.06
D_68
0.04
target
0.04
B_31
0.03
D_117
0.02
B_30
0.01
B_38
0.01
D_120
0.01
D_63
0.00
D_66
0.00

THESE FEATURES
GIVE INFORMATION
ON D_114:
D_64
0.20
D_68
0.09
D_126
0.07
D_117
0.05
target
0.03
B_38
0.01
B_30
0.01
D_63
0.01
D_120
0.00
B_31
0.00
D_88
0.00
D_116
0.00
D_87
0.00
D_66
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
D_114
CORRELATION RATIO WITH...
D_128
0.54
D_129
0.44
D_121
0.43
D_122
0.39
D_47
0.36
D_56
0.32
P_2
0.28
B_8
0.28
D_118
0.26
D_119
0.26
D_45
0.26
D_115
0.25
D_51
0.25
D_124
0.24
D_115
MISSING:
186
(3%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
D_118
0.83
D_119
0.83
D_121
0.54
D_122
0.47
D_47
0.46
D_113
-0.46
D_110
-0.37
D_45
0.33
B_39
0.31
B_8
-0.28
P_2
0.26
D_125
-0.24
D_48
-0.19
D_123
-0.19

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
D_68
0.76
D_64
0.36
D_126
0.28
D_114
0.25
D_117
0.21
target
0.19
B_38
0.14
D_66
0.13
D_120
0.11
D_63
0.08
B_30
0.07
B_31
0.02
D_88
0.02
D_116
0.02
MOST FREQUENT VALUES
0.0395321543668905
1
<0.1%
0.2689462839168556
1
<0.1%
0.0762973617547497
1
<0.1%
0.2079623855737964
1
<0.1%
0.1152717829651533
1
<0.1%
0.0235569608932259
1
<0.1%
0.3006195063004097
1
<0.1%
1.0198798282945132
1
<0.1%
0.0702592569416668
1
<0.1%
0.0549889238789777
1
<0.1%
0.4895384662953325
1
<0.1%
0.6888470663175786
1
<0.1%
0.182160322209329
1
<0.1%
0.0415470215432813
1
<0.1%
0.3033268230757713
1
<0.1%
SMALLEST VALUES
0.0001871613200225
1
<0.1%
0.0004391416956245
1
<0.1%
0.0004755961925608
1
<0.1%
0.0006654459730063
1
<0.1%
0.0007605100718349
1
<0.1%
0.0009009661730661
1
<0.1%
0.0009294533367306
1
<0.1%
0.0010454989156665
1
<0.1%
0.001104645065255
1
<0.1%
0.0012164052993178
1
<0.1%
0.0012505051881213
1
<0.1%
0.0013000223569388
1
<0.1%
0.0013452679086745
1
<0.1%
0.0016870079258606
1
<0.1%
0.0017631491029476
1
<0.1%
LARGEST VALUES
1.8367718478085653
1
<0.1%
1.431104054390678
1
<0.1%
1.42493645255202
1
<0.1%
1.4240665634111525
1
<0.1%
1.4168108435664444
1
<0.1%
1.3851129907829465
1
<0.1%
1.3509945045504697
1
<0.1%
1.322358644125648
1
<0.1%
1.3012495395053414
1
<0.1%
1.3003388629246828
1
<0.1%
1.292262844777155
1
<0.1%
1.272774100411818
1
<0.1%
1.2392298212577766
1
<0.1%
1.2252091929562086
1
<0.1%
1.221423459627544
1
<0.1%
D_116
MISSING:
186
(3%)
TOP CATEGORIES
target
0.0
5,447
>99%
1,226
23%
1.0
2
<1%
2
100%
ALL
5,449
100%
1,314
23%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
D_116
PROVIDES INFORMATION ON...
target
0.00
D_68
0.00
D_120
0.00
D_114
0.00
D_64
0.00
B_38
0.00
D_117
0.00
D_126
0.00
D_63
0.00
B_30
0.00
D_66
0.00
B_31
0.00
D_88
0.00
D_87
0.00

THESE FEATURES
GIVE INFORMATION
ON D_116:
D_68
0.27
B_38
0.21
target
0.16
D_64
0.15
D_114
0.10
D_117
0.09
D_120
0.05
D_63
0.03
D_126
0.03
B_30
0.02
D_66
0.01
B_31
0.00
D_88
0.00
D_87
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
D_116
CORRELATION RATIO WITH...
R_9
0.06
D_125
0.06
D_112
0.04
D_52
0.04
D_65
0.03
D_39
0.03
B_17
0.03
B_2
0.03
P_2
0.02
B_33
0.02
D_41
0.02
D_128
0.02
B_16
0.02
B_19
0.02
D_117
MISSING:
186
(3%)
TOP CATEGORIES
target
-1.0
1,480
27%
375
25%
4.0
1,221
22%
172
14%
3.0
1,157
21%
304
26%
2.0
644
12%
216
34%
5.0
465
9%
50
11%
6.0
354
6%
50
14%
1.0
128
2%
61
48%
ALL
5,449
100%
1,314
23%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
D_117
PROVIDES INFORMATION ON...
D_88
0.25
D_87
0.23
D_64
0.14
D_126
0.09
D_68
0.09
D_116
0.09
D_114
0.05
B_31
0.04
target
0.04
B_38
0.03
B_30
0.02
D_120
0.02
D_63
0.02
D_66
0.01

THESE FEATURES
GIVE INFORMATION
ON D_117:
D_64
0.08
D_68
0.07
D_126
0.03
B_38
0.02
D_114
0.02
target
0.01
D_63
0.01
B_30
0.01
D_120
0.00
D_66
0.00
D_88
0.00
B_31
0.00
D_87
0.00
D_116
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
D_117
CORRELATION RATIO WITH...
P_3
0.47
D_122
0.45
P_4
0.43
D_121
0.40
D_56
0.34
D_42
0.31
D_51
0.30
D_46
0.27
D_124
0.26
B_8
0.25
P_2
0.24
D_45
0.24
D_47
0.22
D_62
0.22
D_118
MISSING:
186
(3%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
D_119
0.99
D_115
0.83
D_121
0.56
D_47
0.48
D_113
-0.45
D_122
0.38
B_39
0.33
D_45
0.32
B_8
-0.29
P_2
0.26
D_125
-0.24
D_73
-0.20
D_48
-0.19
D_123
-0.19

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
D_68
0.64
D_64
0.32
D_126
0.30
D_114
0.26
D_117
0.22
target
0.19
B_38
0.14
D_66
0.12
D_120
0.10
B_30
0.07
D_63
0.07
D_88
0.03
D_116
0.02
D_87
0.01
MOST FREQUENT VALUES
0.0042360942693456
1
<0.1%
0.2686801233162674
1
<0.1%
0.0806292368404662
1
<0.1%
0.2100074418269328
1
<0.1%
0.1189906455514795
1
<0.1%
0.0236165676776838
1
<0.1%
0.2961619756001632
1
<0.1%
1.0058286315622034
1
<0.1%
0.067356847809322
1
<0.1%
0.055569156439181
1
<0.1%
0.2961280666446881
1
<0.1%
0.0012497346676284
1
<0.1%
0.1821314440152811
1
<0.1%
0.2932118349288722
1
<0.1%
0.3057158112544228
1
<0.1%
SMALLEST VALUES
8.720176562385663e-06
1
<0.1%
4.6430075824824834e-05
1
<0.1%
5.493722873876727e-05
1
<0.1%
7.839927073048591e-05
1
<0.1%
9.291967661634536e-05
1
<0.1%
0.0001096680335021
1
<0.1%
0.0001963928036005
1
<0.1%
0.0002264102681393
1
<0.1%
0.0002410360190079
1
<0.1%
0.000244640269995
1
<0.1%
0.0003905263411863
1
<0.1%
0.000474345413724
1
<0.1%
0.0005073160126429
1
<0.1%
0.0005222003277741
1
<0.1%
0.0005477779278339
1
<0.1%
LARGEST VALUES
1.804934309211294
1
<0.1%
1.4113394035207667
1
<0.1%
1.4043039408631968
1
<0.1%
1.3978872291351143
1
<0.1%
1.3603185940052804
1
<0.1%
1.352137289330485
1
<0.1%
1.333157649068929
1
<0.1%
1.3019470776240305
1
<0.1%
1.289435424383727
1
<0.1%
1.2728246630146998
1
<0.1%
1.2514001737979965
1
<0.1%
1.2388682245238185
1
<0.1%
1.2160031271704197
1
<0.1%
1.2057976593052722
1
<0.1%
1.2052650639422875
1
<0.1%
D_119
MISSING:
186
(3%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
D_118
0.99
D_115
0.83
D_121
0.56
D_47
0.47
D_113
-0.45
D_122
0.38
B_39
0.34
D_45
0.32
B_8
-0.28
P_2
0.26
D_125
-0.23
D_73
-0.20
D_48
-0.19
D_123
-0.19

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
D_68
0.64
D_64
0.32
D_126
0.30
D_114
0.26
D_117
0.21
target
0.19
B_38
0.13
D_66
0.12
D_120
0.09
B_30
0.07
D_63
0.07
D_88
0.02
D_116
0.02
D_87
0.01
MOST FREQUENT VALUES
0.010230123310854
1
<0.1%
0.2587008769650591
1
<0.1%
0.074703721631671
1
<0.1%
0.2059554059606485
1
<0.1%
0.1167541661359995
1
<0.1%
0.0200052989735364
1
<0.1%
0.2967664978713717
1
<0.1%
1.0050780322942896
1
<0.1%
0.0596340837695699
1
<0.1%
0.0473335584115744
1
<0.1%
0.2989121418149731
1
<0.1%
0.0005571771942411
1
<0.1%
0.1772745991780673
1
<0.1%
0.2898787000193689
1
<0.1%
0.2487713993898615
1
<0.1%
SMALLEST VALUES
3.0631286768323384e-06
1
<0.1%
7.620928113992731e-06
1
<0.1%
1.4167161563020114e-05
1
<0.1%
2.5697610824121363e-05
1
<0.1%
2.6239031288103345e-05
1
<0.1%
4.117394033533284e-05
1
<0.1%
0.0001091895859815
1
<0.1%
0.0001520732420054
1
<0.1%
0.0001699353835928
1
<0.1%
0.0002014782292196
1
<0.1%
0.0002180592453169
1
<0.1%
0.0002219387499083
1
<0.1%
0.0002274490438319
1
<0.1%
0.0002558372230653
1
<0.1%
0.0002568400948271
1
<0.1%
LARGEST VALUES
1.8136603312183024
1
<0.1%
1.4182788074857773
1
<0.1%
1.4106363643943567
1
<0.1%
1.4022055118092238
1
<0.1%
1.3688087459756375
1
<0.1%
1.3591951262041897
1
<0.1%
1.3408357051742996
1
<0.1%
1.3123604057332656
1
<0.1%
1.2912548480857458
1
<0.1%
1.2754761692003944
1
<0.1%
1.255016996542054
1
<0.1%
1.248892411101746
1
<0.1%
1.2151931041621866
1
<0.1%
1.2072006666233863
1
<0.1%
1.2060658708177805
1
<0.1%
D_120
MISSING:
186
(3%)
TOP CATEGORIES
target
0.0
4,819
88%
961
20%
1.0
630
12%
267
42%
ALL
5,449
100%
1,314
23%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
D_120
PROVIDES INFORMATION ON...
D_116
0.05
target
0.02
D_88
0.01
D_87
0.01
B_38
0.01
D_68
0.01
B_30
0.00
D_64
0.00
D_117
0.00
D_114
0.00
D_126
0.00
B_31
0.00
D_63
0.00
D_66
0.00

THESE FEATURES
GIVE INFORMATION
ON D_120:
B_38
0.04
target
0.03
D_68
0.03
D_117
0.02
D_64
0.01
D_114
0.01
D_126
0.01
B_30
0.01
D_63
0.00
D_116
0.00
D_88
0.00
B_31
0.00
D_87
0.00
D_66
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
D_120
CORRELATION RATIO WITH...
R_3
0.28
P_4
0.27
D_42
0.22
D_107
0.20
D_43
0.20
B_8
0.20
P_2
0.19
S_7
0.18
D_45
0.17
D_103
0.17
D_104
0.16
D_48
0.16
B_9
0.16
D_47
0.15
D_121
MISSING:
186
(3%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
D_47
0.70
D_118
0.56
D_119
0.56
D_115
0.54
D_45
0.43
B_8
-0.40
D_113
-0.36
D_122
0.36
D_124
0.35
D_108
-0.34
D_128
0.32
D_111
0.30
P_2
0.29
D_142
0.24

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
D_68
0.61
D_126
0.58
D_64
0.43
D_114
0.43
D_117
0.40
target
0.22
B_38
0.16
D_63
0.15
D_120
0.11
D_66
0.11
B_30
0.08
B_31
0.04
D_88
0.02
D_87
0.01
MOST FREQUENT VALUES
0.2536281726721192
1
<0.1%
0.4552565730039298
1
<0.1%
0.2445785631903975
1
<0.1%
0.3374892298837756
1
<0.1%
0.3695550405304832
1
<0.1%
0.2942921481960753
1
<0.1%
0.710170932460937
1
<0.1%
0.9032024209722674
1
<0.1%
0.7305585145411982
1
<0.1%
0.6744909245301497
1
<0.1%
0.5769168382868005
1
<0.1%
0.5977838224805636
1
<0.1%
0.1324160855907447
1
<0.1%
0.73778250209943
1
<0.1%
0.6630463663256669
1
<0.1%
SMALLEST VALUES
-0.0317444632032662
1
<0.1%
-0.0316363864005564
1
<0.1%
-0.0312431141540764
1
<0.1%
-0.0310122532317428
1
<0.1%
-0.0308519390588679
1
<0.1%
-0.0307513036380333
1
<0.1%
-0.0306565695757221
1
<0.1%
-0.0300261729415459
1
<0.1%
-0.0299362755670758
1
<0.1%
-0.029839944574045
1
<0.1%
-0.0298252649368713
1
<0.1%
-0.0291483487531596
1
<0.1%
-0.0291173972902879
1
<0.1%
-0.0283833770970439
1
<0.1%
-0.0282165048314009
1
<0.1%
LARGEST VALUES
1.6404609894572904
1
<0.1%
1.4097533737914614
1
<0.1%
1.3843155611812386
1
<0.1%
1.3437151098244082
1
<0.1%
1.2742931631628962
1
<0.1%
1.2674211090960106
1
<0.1%
1.261876094017858
1
<0.1%
1.2602869920453377
1
<0.1%
1.2601462442954443
1
<0.1%
1.2502319678298386
1
<0.1%
1.2310237249859592
1
<0.1%
1.226261578854363
1
<0.1%
1.2222391503565846
1
<0.1%
1.2177454210690049
1
<0.1%
1.2003287214138958
1
<0.1%
D_122
MISSING:
186
(3%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
D_115
0.47
D_119
0.38
D_118
0.38
D_121
0.36
B_39
0.33
D_108
-0.31
D_47
0.30
D_113
-0.29
D_110
-0.28
D_128
0.26
B_8
-0.23
D_129
0.22
P_2
0.21
D_45
0.20

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
D_64
0.60
D_68
0.54
D_117
0.45
D_114
0.39
D_126
0.36
target
0.17
B_38
0.13
D_63
0.07
B_30
0.06
D_120
0.05
B_31
0.02
D_66
0.02
D_116
0.02
D_88
0.02
MOST FREQUENT VALUES
0.1481251985129887
1
<0.1%
0.720363865677458
1
<0.1%
0.285732163316786
1
<0.1%
0.5728835142125066
1
<0.1%
0.2859133589612482
1
<0.1%
0.2893112133197364
1
<0.1%
0.5781157551289207
1
<0.1%
0.4311833162459174
1
<0.1%
0.1443743907586411
1
<0.1%
0.4288320397464943
1
<0.1%
0.294646043214715
1
<0.1%
0.2955420485074872
1
<0.1%
0.2927727556875564
1
<0.1%
0.1498513872842936
1
<0.1%
0.4379833660489112
1
<0.1%
SMALLEST VALUES
6.427009982015508e-05
1
<0.1%
0.0004161791505582
1
<0.1%
0.0004475992122402
1
<0.1%
0.0004780180646626
1
<0.1%
0.0004992520224551
1
<0.1%
0.0006609036901549
1
<0.1%
0.0007459027641839
1
<0.1%
0.0010203240469069
1
<0.1%
0.0010391202059605
1
<0.1%
0.0010795282682216
1
<0.1%
0.0011534632915529
1
<0.1%
0.0012814200403851
1
<0.1%
0.001299081382357
1
<0.1%
0.0013456947161088
1
<0.1%
0.0015974106208791
1
<0.1%
LARGEST VALUES
1.437614036246707
1
<0.1%
1.435084524772101
1
<0.1%
1.434540095274006
1
<0.1%
1.4344818417706624
1
<0.1%
1.432285118592986
1
<0.1%
1.4307221855144847
1
<0.1%
1.294828643187529
1
<0.1%
1.294563726391328
1
<0.1%
1.2941896163089108
1
<0.1%
1.294033542991877
1
<0.1%
1.2939258476427236
1
<0.1%
1.2926115648457246
1
<0.1%
1.2922742245471448
1
<0.1%
1.2914724503360988
1
<0.1%
1.289766107066346
1
<0.1%
D_123
MISSING:
186
(3%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
D_111
-0.55
D_125
0.53
D_113
0.26
D_110
-0.23
D_115
-0.19
D_118
-0.19
D_119
-0.19
D_122
-0.16
D_121
-0.12
D_47
-0.11
B_39
0.10
B_42
-0.10
D_108
-0.10
R_3
0.09

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
D_68
0.30
D_64
0.12
D_117
0.10
D_120
0.08
B_38
0.06
target
0.06
D_114
0.06
D_126
0.05
D_66
0.03
D_63
0.03
B_30
0.02
D_88
0.01
B_31
0.00
D_116
0.00
MOST FREQUENT VALUES
0.0060160984769755
1
<0.1%
0.0068493850547205
1
<0.1%
0.0099054711031522
1
<0.1%
0.0007839810512534
1
<0.1%
0.0048227430799429
1
<0.1%
0.0093629874177424
1
<0.1%
0.0090601939491892
1
<0.1%
0.0041082220049379
1
<0.1%
1.0052326883688063
1
<0.1%
0.0074580416829605
1
<0.1%
0.0094929833711684
1
<0.1%
0.0046708566015567
1
<0.1%
0.0038304172697239
1
<0.1%
0.0053196958273991
1
<0.1%
0.0051650318402847
1
<0.1%
SMALLEST VALUES
1.619832248372921e-06
1
<0.1%
3.605420075762922e-06
1
<0.1%
7.225105269839105e-06
1
<0.1%
7.98119675724518e-06
1
<0.1%
1.0830115100889382e-05
1
<0.1%
1.695352419005092e-05
1
<0.1%
1.7683078312416e-05
1
<0.1%
1.888030231483873e-05
1
<0.1%
1.9064587747494865e-05
1
<0.1%
2.4068818886000544e-05
1
<0.1%
2.6846785197010005e-05
1
<0.1%
3.467096648131829e-05
1
<0.1%
3.646600952234791e-05
1
<0.1%
3.666051645710766e-05
1
<0.1%
3.8255768868421525e-05
1
<0.1%
LARGEST VALUES
2.0031413214936724
1
<0.1%
2.000512128909594
1
<0.1%
1.0099372688675257
1
<0.1%
1.009857620914889
1
<0.1%
1.0098398266910185
1
<0.1%
1.0098381570337094
1
<0.1%
1.0098276600887313
1
<0.1%
1.009815343378977
1
<0.1%
1.0097791165967216
1
<0.1%
1.009714521441158
1
<0.1%
1.0096675868607736
1
<0.1%
1.0096069643664964
1
<0.1%
1.0095438699813244
1
<0.1%
1.0095330454000937
1
<0.1%
1.0094861428257609
1
<0.1%
D_124
MISSING:
186
(3%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
D_121
0.35
D_108
-0.29
D_111
0.25
D_128
0.25
D_113
0.21
D_134
-0.19
D_129
0.17
D_119
-0.17
D_118
-0.16
D_115
-0.16
D_138
0.15
B_28
0.15
D_47
0.13
D_142
0.13

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
D_126
0.32
D_68
0.27
D_117
0.26
D_114
0.24
D_64
0.23
B_38
0.12
D_63
0.11
D_66
0.06
D_88
0.02
D_116
0.01
target
0.01
B_30
0.01
D_120
0.01
D_87
0.00
MOST FREQUENT VALUES
0.3736080105314456
1
<0.1%
0.1839859591014107
1
<0.1%
0.0956129113686863
1
<0.1%
0.1866713569718927
1
<0.1%
0.0933946488871672
1
<0.1%
0.1405635949975005
1
<0.1%
0.229946623251788
1
<0.1%
0.2778052305953009
1
<0.1%
0.9601978961942836
1
<0.1%
0.7364425066019656
1
<0.1%
0.1911426500937487
1
<0.1%
0.5961009760661427
1
<0.1%
0.0043104085686298
1
<0.1%
0.912326868330239
1
<0.1%
0.3706338252638962
1
<0.1%
SMALLEST VALUES
-0.0451890491524957
1
<0.1%
-0.0451597084976601
1
<0.1%
-0.0451510188307552
1
<0.1%
-0.0451035791148792
1
<0.1%
-0.0449916634211494
1
<0.1%
-0.0448762379350311
1
<0.1%
-0.0444767437106813
1
<0.1%
-0.0438474417803916
1
<0.1%
-0.0434290294354371
1
<0.1%
-0.0433251514926428
1
<0.1%
-0.0431976801970665
1
<0.1%
-0.0430446356764079
1
<0.1%
-0.042404180881311
1
<0.1%
-0.0421193312039884
1
<0.1%
-0.0418964126180851
1
<0.1%
LARGEST VALUES
2.371206669273145
1
<0.1%
1.872742849305561
1
<0.1%
1.6435289532286
1
<0.1%
1.5988708346003937
1
<0.1%
1.55494426477793
1
<0.1%
1.4112869519762703
1
<0.1%
1.3659968723081728
1
<0.1%
1.324888599702526
1
<0.1%
1.3226534259518246
1
<0.1%
1.2336977822299209
1
<0.1%
1.2322542341286613
1
<0.1%
1.1893162835694873
1
<0.1%
1.1851549714618934
1
<0.1%
1.1826313902418075
1
<0.1%
1.146294790460005
1
<0.1%
D_125
MISSING:
186
(3%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
D_123
0.53
D_113
0.43
D_111
-0.33
D_115
-0.24
D_118
-0.24
D_119
-0.23
D_122
-0.19
D_121
-0.16
D_47
-0.14
D_135
0.14
D_124
0.11
B_8
0.10
D_45
-0.10
D_73
0.10

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
D_68
0.42
D_64
0.16
D_120
0.09
D_114
0.07
D_117
0.07
B_38
0.06
D_116
0.06
D_126
0.05
target
0.05
D_88
0.04
D_63
0.04
D_66
0.03
B_30
0.01
B_31
0.01
MOST FREQUENT VALUES
1.0035729567045213
1
<0.1%
0.0063335141589385
1
<0.1%
0.004430090520785
1
<0.1%
0.0063403414768254
1
<0.1%
0.0053273154617751
1
<0.1%
0.002662241763351
1
<0.1%
0.0035439758492206
1
<0.1%
0.0094065843480261
1
<0.1%
2.005394690182189
1
<0.1%
0.0080014543084822
1
<0.1%
0.0040064905527027
1
<0.1%
0.0095424461916642
1
<0.1%
0.0023609396527947
1
<0.1%
0.0069567436349077
1
<0.1%
1.008226369623643
1
<0.1%
SMALLEST VALUES
8.232344575220818e-07
1
<0.1%
2.0939460205149364e-06
1
<0.1%
6.714889874388508e-06
1
<0.1%
6.90334156747241e-06
1
<0.1%
1.0872296593942288e-05
1
<0.1%
1.4239323815444794e-05
1
<0.1%
1.989317647172584e-05
1
<0.1%
2.0215656392041925e-05
1
<0.1%
2.035308298930838e-05
1
<0.1%
2.1267207836896952e-05
1
<0.1%
2.421240184154461e-05
1
<0.1%
2.484473717448754e-05
1
<0.1%
2.5374981558993205e-05
1
<0.1%
2.672925524752401e-05
1
<0.1%
2.6792386730968288e-05
1
<0.1%
LARGEST VALUES
3.0022609464484584
1
<0.1%
3.000962197227202
1
<0.1%
2.009916572392956
1
<0.1%
2.0098748521416607
1
<0.1%
2.008979543949439
1
<0.1%
2.0088260203894883
1
<0.1%
2.0085231103931416
1
<0.1%
2.0078386238072654
1
<0.1%
2.0067859511841304
1
<0.1%
2.006596067632113
1
<0.1%
2.00658038675621
1
<0.1%
2.0063655143065966
1
<0.1%
2.00587516744609
1
<0.1%
2.0056478252768604
1
<0.1%
2.005456702979388
1
<0.1%
D_126
MISSING:
135
(2%)
TOP CATEGORIES
target
1.0
4,293
78%
890
21%
0.0
913
17%
299
33%
-1.0
294
5%
66
22%
ALL
5,500
100%
1,314
23%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
D_126
PROVIDES INFORMATION ON...
D_88
0.17
D_114
0.07
D_68
0.06
D_64
0.05
D_117
0.03
D_116
0.03
D_87
0.03
target
0.01
D_66
0.01
D_63
0.01
D_120
0.01
B_38
0.00
B_30
0.00
B_31
0.00

THESE FEATURES
GIVE INFORMATION
ON D_126:
D_68
0.14
D_117
0.09
D_64
0.09
D_114
0.07
target
0.01
B_38
0.01
D_63
0.01
D_66
0.00
D_120
0.00
D_88
0.00
B_30
0.00
D_116
0.00
D_87
0.00
B_31
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
D_126
CORRELATION RATIO WITH...
D_121
0.58
D_47
0.38
D_122
0.36
D_124
0.32
D_118
0.30
D_119
0.30
D_115
0.28
B_8
0.27
P_4
0.26
D_128
0.25
D_45
0.25
P_3
0.22
P_2
0.18
D_42
0.17
D_127
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
D_73
0.62
D_92
0.35
D_51
0.34
D_110
-0.32
D_62
0.31
S_8
0.31
S_13
0.29
D_77
0.27
D_61
-0.27
D_56
0.26
B_18
0.25
D_48
-0.25
P_2
0.24
D_58
-0.24

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
B_38
0.31
D_117
0.20
target
0.18
D_63
0.17
D_114
0.14
B_30
0.13
D_64
0.12
D_68
0.10
D_126
0.09
D_120
0.06
D_88
0.04
D_66
0.03
B_31
0.02
D_116
0.01
MOST FREQUENT VALUES
0.0059145508887989
1
<0.1%
1.0062100112917702
1
<0.1%
0.0078900546745451
1
<0.1%
0.0052812950104533
1
<0.1%
1.000771209160086
1
<0.1%
0.0026418815954205
1
<0.1%
0.0064955689107789
1
<0.1%
0.0017094112644717
1
<0.1%
0.0094553643905116
1
<0.1%
0.0011073347682126
1
<0.1%
0.0026134967085942
1
<0.1%
0.0077510327000205
1
<0.1%
0.0051246734946387
1
<0.1%
0.0060718930076105
1
<0.1%
0.0099057461888887
1
<0.1%
SMALLEST VALUES
1.182926143987739e-06
1
<0.1%
3.0775439775554414e-06
1
<0.1%
3.937402637878007e-06
1
<0.1%
4.260313392815407e-06
1
<0.1%
4.6150064644157056e-06
1
<0.1%
4.666753965040238e-06
1
<0.1%
9.791229789916087e-06
1
<0.1%
1.17901008013388e-05
1
<0.1%
1.343989299688042e-05
1
<0.1%
1.4151295592319536e-05
1
<0.1%
1.4266485604960132e-05
1
<0.1%
1.5251037692055604e-05
1
<0.1%
1.6669091902264955e-05
1
<0.1%
1.7526447070226327e-05
1
<0.1%
1.7990092146356052e-05
1
<0.1%
LARGEST VALUES
1.0099944685204951
1
<0.1%
1.0099899544248572
1
<0.1%
1.0099584508043398
1
<0.1%
1.0099483922048438
1
<0.1%
1.009938291881077
1
<0.1%
1.0099313063917166
1
<0.1%
1.0099114624023968
1
<0.1%
1.009787734374732
1
<0.1%
1.009777019400914
1
<0.1%
1.0097607556198729
1
<0.1%
1.0097381463326744
1
<0.1%
1.009724711184648
1
<0.1%
1.0097069318747467
1
<0.1%
1.0096998473858216
1
<0.1%
1.009694972646919
1
<0.1%
D_128
MISSING:
102
(2%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
D_129
0.73
D_121
0.32
D_47
0.31
P_2
0.29
D_122
0.26
B_8
-0.26
D_124
0.25
D_42
-0.25
D_108
-0.24
D_51
0.24
D_45
0.22
D_142
0.20
D_77
0.19
D_62
0.19

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
D_114
0.54
D_64
0.39
D_126
0.25
D_68
0.24
target
0.20
D_117
0.18
B_38
0.14
D_63
0.08
B_30
0.07
D_120
0.07
D_66
0.03
D_88
0.03
D_116
0.02
D_87
0.01
MOST FREQUENT VALUES
1.0025558331719986
1
<0.1%
0.0024326479512007
1
<0.1%
0.0044971199930547
1
<0.1%
1.0036324829693022
1
<0.1%
1.0089487853972754
1
<0.1%
1.0015686135548605
1
<0.1%
1.005080583932413
1
<0.1%
1.0083068626871865
1
<0.1%
0.0064423667363458
1
<0.1%
1.0026038483631483
1
<0.1%
0.0091516909778642
1
<0.1%
0.0046834110293207
1
<0.1%
0.0067864703690305
1
<0.1%
0.007987455714205
1
<0.1%
0.0034606142645539
1
<0.1%
SMALLEST VALUES
2.858363846141021e-06
1
<0.1%
1.1999265860583865e-05
1
<0.1%
1.5441119163031036e-05
1
<0.1%
1.7286394911818494e-05
1
<0.1%
1.773664950932785e-05
1
<0.1%
2.0784845340777737e-05
1
<0.1%
2.238000677762142e-05
1
<0.1%
2.8673731278027192e-05
1
<0.1%
3.190614654822732e-05
1
<0.1%
3.4150736535381035e-05
1
<0.1%
4.764450449631586e-05
1
<0.1%
5.0277317276752336e-05
1
<0.1%
5.065322761925173e-05
1
<0.1%
5.649919414992933e-05
1
<0.1%
6.084240193940161e-05
1
<0.1%
LARGEST VALUES
1.0117205702404668
1
<0.1%
1.0108700715565326
1
<0.1%
1.0106937587888631
1
<0.1%
1.0104697506016078
1
<0.1%
1.010187215938208
1
<0.1%
1.0100992437390803
1
<0.1%
1.0100072073782904
1
<0.1%
1.0099108981984146
1
<0.1%
1.009906307281388
1
<0.1%
1.0098443878426575
1
<0.1%
1.0098391851129784
1
<0.1%
1.0097381366702558
1
<0.1%
1.009736619634179
1
<0.1%
1.009649480589527
1
<0.1%
1.0095553804137865
1
<0.1%
D_129
MISSING:
102
(2%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
D_128
0.73
D_111
0.36
D_122
0.22
P_2
0.22
D_108
-0.20
D_42
-0.18
D_142
0.17
D_124
0.17
D_51
0.17
D_121
0.17
B_8
-0.16
D_76
-0.15
D_110
-0.15
D_47
0.15

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
D_114
0.44
D_64
0.35
D_68
0.16
D_126
0.16
D_117
0.15
target
0.13
B_38
0.10
D_63
0.05
D_66
0.05
D_120
0.05
D_88
0.03
B_30
0.03
D_116
0.02
D_87
0.02
MOST FREQUENT VALUES
1.0050956372151738
1
<0.1%
0.0013640142708884
1
<0.1%
0.0097513475276798
1
<0.1%
1.0013830425108767
1
<0.1%
0.0048870055662618
1
<0.1%
1.0073782452888171
1
<0.1%
1.0072208239559328
1
<0.1%
0.0085590019909373
1
<0.1%
0.0044157099091792
1
<0.1%
0.0035068182133701
1
<0.1%
0.0032157700714617
1
<0.1%
0.0040643231685867
1
<0.1%
0.0094017454723845
1
<0.1%
0.0045789984678601
1
<0.1%
0.0086747975496265
1
<0.1%
SMALLEST VALUES
1.1698246358526898e-06
1
<0.1%
1.623392967740056e-06
1
<0.1%
7.481412110493802e-06
1
<0.1%
9.162621907122805e-06
1
<0.1%
1.1348768140787558e-05
1
<0.1%
1.1405723855772988e-05
1
<0.1%
1.4317296473317364e-05
1
<0.1%
1.457854949948545e-05
1
<0.1%
1.4709209524820245e-05
1
<0.1%
1.5630375025907916e-05
1
<0.1%
1.7848041734115363e-05
1
<0.1%
1.8358004941158024e-05
1
<0.1%
1.947593722285368e-05
1
<0.1%
2.5808521406136543e-05
1
<0.1%
2.914590453502952e-05
1
<0.1%
LARGEST VALUES
1.0099970346569305
1
<0.1%
1.009991193092214
1
<0.1%
1.0099865870380496
1
<0.1%
1.009985946405647
1
<0.1%
1.0099758698955097
1
<0.1%
1.0099728787296849
1
<0.1%
1.009972146247382
1
<0.1%
1.0099720163028971
1
<0.1%
1.0099696630633284
1
<0.1%
1.009963561203302
1
<0.1%
1.009954981011316
1
<0.1%
1.0099454434737831
1
<0.1%
1.0099449278874444
1
<0.1%
1.0099439192146091
1
<0.1%
1.0099421381342386
1
<0.1%
B_41
MISSING:
1
(<1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
B_24
0.55
D_110
-0.54
R_12
-0.44
R_25
0.21
D_112
-0.12
B_39
-0.11
R_1
0.10
P_2
-0.10
D_142
-0.10
D_41
0.10
S_7
0.09
D_78
0.09
S_3
0.09
B_9
0.09

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
B_31
0.10
B_38
0.09
target
0.08
D_68
0.06
D_117
0.05
D_64
0.05
B_30
0.04
D_126
0.04
D_114
0.03
D_63
0.02
D_66
0.01
D_120
0.01
D_88
0.00
D_116
0.00
MOST FREQUENT VALUES
0.0039721283302739
1
<0.1%
0.0071871653972676
1
<0.1%
0.0089975776991298
1
<0.1%
0.0003318907651525
1
<0.1%
0.0090023416855008
1
<0.1%
0.0058457290095829
1
<0.1%
0.0071449368454378
1
<0.1%
0.0008542998980867
1
<0.1%
0.0074867284617304
1
<0.1%
7.413479312129212e-05
1
<0.1%
0.0009496385838137
1
<0.1%
0.0092220266062154
1
<0.1%
0.0052991507012397
1
<0.1%
0.0011238127337411
1
<0.1%
0.0033337705617453
1
<0.1%
SMALLEST VALUES
6.230257756567604e-06
1
<0.1%
6.754549424089485e-06
1
<0.1%
7.480671876816114e-06
1
<0.1%
8.351872595676602e-06
1
<0.1%
1.1305545779163318e-05
1
<0.1%
1.2079953358539176e-05
1
<0.1%
1.2396630145823374e-05
1
<0.1%
1.3366187435964738e-05
1
<0.1%
1.5245665006161646e-05
1
<0.1%
1.65558990582626e-05
1
<0.1%
2.0260953493557167e-05
1
<0.1%
2.267676840585153e-05
1
<0.1%
2.427141645669817e-05
1
<0.1%
2.4953320985101613e-05
1
<0.1%
2.635181460301173e-05
1
<0.1%
LARGEST VALUES
7.007805241040042
1
<0.1%
4.007183829026116
1
<0.1%
3.0061221758559338
1
<0.1%
3.006024122216695
1
<0.1%
3.005175694359388
1
<0.1%
3.003649030495065
1
<0.1%
3.0008065788138087
1
<0.1%
2.009876053094992
1
<0.1%
2.009804338201993
1
<0.1%
2.0070238868467816
1
<0.1%
2.006537732938859
1
<0.1%
2.006485142766699
1
<0.1%
2.0062847062444296
1
<0.1%
2.0055693526217144
1
<0.1%
2.004775808709116
1
<0.1%
B_42
MISSING:
5,559
(99%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
R_9
1.00
D_108
1.00
B_39
1.00
B_29
0.80
D_135
-0.57
B_17
-0.55
D_49
0.55
D_106
0.53
D_136
0.50
D_42
-0.40
D_56
0.36
D_137
0.34
S_6
0.34
D_76
0.33

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
D_117
0.05
D_126
0.04
B_38
0.04
D_66
0.04
D_114
0.03
D_64
0.03
D_68
0.03
target
0.02
D_63
0.02
B_30
0.02
D_120
0.01
B_31
0.00
D_88
0.00
D_116
0.00
MOST FREQUENT VALUES
0.0063590292034196
1
1.3%
0.0030219263053481
1
1.3%
0.0095529766904303
1
1.3%
0.0051342393466039
1
1.3%
0.0167957453191366
1
1.3%
0.0110448926875445
1
1.3%
0.010323318023622
1
1.3%
0.0030145760183373
1
1.3%
0.1225800217799121
1
1.3%
0.0029894561210502
1
1.3%
0.0049274588457504
1
1.3%
0.0041455647486452
1
1.3%
0.0150594812908442
1
1.3%
0.0133101312314339
1
1.3%
0.0101730579039279
1
1.3%
SMALLEST VALUES
0.0005600092750465
1
1.3%
0.0006050011168751
1
1.3%
0.0013793123822658
1
1.3%
0.0017157239944587
1
1.3%
0.0027802323949088
1
1.3%
0.0027805934197407
1
1.3%
0.0029894561210502
1
1.3%
0.0030145760183373
1
1.3%
0.0030219263053481
1
1.3%
0.0030856915405565
1
1.3%
0.0032358425884383
1
1.3%
0.0033685093554015
1
1.3%
0.0036041340124323
1
1.3%
0.0038575571842736
1
1.3%
0.0041455647486452
1
1.3%
LARGEST VALUES
2.538142489117741
1
1.3%
1.08444063763469
1
1.3%
0.8823037002819331
1
1.3%
0.6972064847994945
1
1.3%
0.6716457954131656
1
1.3%
0.4679890810326419
1
1.3%
0.3837218596607894
1
1.3%
0.3784068690983566
1
1.3%
0.3588443905670033
1
1.3%
0.3136037365875678
1
1.3%
0.2883608676714339
1
1.3%
0.2883366028626214
1
1.3%
0.2400798204189721
1
1.3%
0.2388474455640251
1
1.3%
0.2238118661626058
1
1.3%
D_130
MISSING:
102
(2%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
D_131
0.66
D_79
0.59
D_133
0.48
D_110
0.30
D_58
0.25
D_75
0.23
B_18
-0.23
D_74
0.22
D_61
0.21
D_55
0.21
D_48
0.21
D_44
0.19
B_42
-0.19
B_2
-0.19

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
B_38
0.20
target
0.18
B_30
0.12
D_117
0.11
D_120
0.08
D_68
0.06
D_126
0.05
D_88
0.04
B_31
0.04
D_64
0.04
D_66
0.02
D_114
0.02
D_63
0.02
D_116
0.01
MOST FREQUENT VALUES
0.0041417319923519
1
<0.1%
0.0054697175685032
1
<0.1%
0.0011526420264921
1
<0.1%
0.0083078910508736
1
<0.1%
1.0057268061574658
1
<0.1%
0.0006385012222027
1
<0.1%
0.0071054840497421
1
<0.1%
0.0032229928642345
1
<0.1%
0.0067585506837085
1
<0.1%
0.0005498123461869
1
<0.1%
0.0072078559537851
1
<0.1%
1.0018499258955278
1
<0.1%
0.0059280466533185
1
<0.1%
1.000587539807857
1
<0.1%
0.0086127676471878
1
<0.1%
SMALLEST VALUES
5.078637459875468e-06
1
<0.1%
5.465959832031687e-06
1
<0.1%
5.810986504736216e-06
1
<0.1%
6.752926591186981e-06
1
<0.1%
8.868898700490347e-06
1
<0.1%
9.49406511524864e-06
1
<0.1%
1.3761380671959423e-05
1
<0.1%
2.2967930651620616e-05
1
<0.1%
2.4810090120490624e-05
1
<0.1%
3.191593727509656e-05
1
<0.1%
3.372355458075016e-05
1
<0.1%
3.428670548706658e-05
1
<0.1%
3.518142499567167e-05
1
<0.1%
3.716331174798527e-05
1
<0.1%
3.7650338008778926e-05
1
<0.1%
LARGEST VALUES
1.011453450247428
1
<0.1%
1.0104516428190662
1
<0.1%
1.0101360890164257
1
<0.1%
1.0100288629763237
1
<0.1%
1.0099766706809143
1
<0.1%
1.0099674480046867
1
<0.1%
1.0099449452758962
1
<0.1%
1.0099379684815606
1
<0.1%
1.0099312231232798
1
<0.1%
1.0099294107547805
1
<0.1%
1.009924386780546
1
<0.1%
1.0099205619931473
1
<0.1%
1.0099191832600405
1
<0.1%
1.0099179058068677
1
<0.1%
1.009917734251446
1
<0.1%
D_131
MISSING:
102
(2%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
D_132
0.95
D_79
0.89
D_133
0.73
D_130
0.66
D_111
-0.55
D_58
0.23
D_75
0.23
B_18
-0.22
D_55
0.22
D_74
0.22
D_42
0.22
D_48
0.22
D_61
0.21
D_44
0.21

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
target
0.21
B_38
0.20
B_30
0.13
D_120
0.10
D_117
0.08
D_68
0.08
B_31
0.06
D_64
0.06
D_88
0.04
D_114
0.04
D_63
0.04
D_126
0.03
D_66
0.01
D_116
0.01
MOST FREQUENT VALUES
0.005315288414561
1
<0.1%
0.0062040034219832
1
<0.1%
0.0030690949226996
1
<0.1%
0.0085996598334626
1
<0.1%
1.0025130857127973
1
<0.1%
0.0074352207290506
1
<0.1%
0.0040244721802515
1
<0.1%
0.0024589057719306
1
<0.1%
0.0059133499022669
1
<0.1%
0.0024343650002403
1
<0.1%
0.0098750713942287
1
<0.1%
0.98106002782491
1
<0.1%
0.0048608238842532
1
<0.1%
0.9755485293435758
1
<0.1%
0.0002228528520653
1
<0.1%
SMALLEST VALUES
1.3151172850722752e-09
1
<0.1%
1.4810281077093368e-06
1
<0.1%
5.046500926471076e-06
1
<0.1%
7.014779711425056e-06
1
<0.1%
1.272649528764158e-05
1
<0.1%
1.3108878123507806e-05
1
<0.1%
1.550996381813885e-05
1
<0.1%
1.946396832840369e-05
1
<0.1%
2.063424613677034e-05
1
<0.1%
2.073793712398908e-05
1
<0.1%
3.457844575418978e-05
1
<0.1%
4.032742365041586e-05
1
<0.1%
4.157630859201289e-05
1
<0.1%
4.473969059281103e-05
1
<0.1%
4.483557199712385e-05
1
<0.1%
LARGEST VALUES
1.335282803877187
1
<0.1%
1.3241202631340163
1
<0.1%
1.1151195876656466
1
<0.1%
1.0796180916800668
1
<0.1%
1.0738805861064966
1
<0.1%
1.0597709701958522
1
<0.1%
1.045807232302335
1
<0.1%
1.0391452220959738
1
<0.1%
1.0368678538740377
1
<0.1%
1.0330671651987395
1
<0.1%
1.0314245351442617
1
<0.1%
1.027357506681866
1
<0.1%
1.0272093570784524
1
<0.1%
1.025096469704465
1
<0.1%
1.02358836173774
1
<0.1%
D_132
MISSING:
5,122
(91%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
D_110
1.00
D_111
1.00
B_39
1.00
D_131
0.95
D_108
-0.86
D_73
0.75
D_138
0.47
D_134
0.42
B_42
0.31
D_133
0.30
D_45
0.23
D_137
-0.22
D_136
-0.21
D_105
0.17

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
B_38
0.11
B_30
0.09
target
0.07
D_117
0.05
D_120
0.04
D_63
0.04
D_68
0.04
D_88
0.03
D_64
0.03
D_126
0.02
B_31
0.02
D_114
0.01
D_66
0.00
D_116
0.00
MOST FREQUENT VALUES
0.1521547107459897
1
0.2%
0.1420550861314319
1
0.2%
0.1559332430741133
1
0.2%
0.091384284376276
1
0.2%
0.0670712126455201
1
0.2%
0.3288602432431689
1
0.2%
0.0889563941938971
1
0.2%
0.0503693366200766
1
0.2%
0.1395522411858658
1
0.2%
0.2591423637318416
1
0.2%
0.3427414443972332
1
0.2%
0.108483892844486
1
0.2%
0.1635304485443887
1
0.2%
0.1145215173027918
1
0.2%
0.0659314749635677
1
0.2%
SMALLEST VALUES
-0.009123298553542
1
0.2%
-0.0057536803907961
1
0.2%
-0.0015588602000885
1
0.2%
-0.0005225242161874
1
0.2%
0.0009528787238133
1
0.2%
0.0010788299429879
1
0.2%
0.0021412825219839
1
0.2%
0.0060881594736878
1
0.2%
0.0078627317128479
1
0.2%
0.0078940876234898
1
0.2%
0.0089522811295129
1
0.2%
0.0092668704220532
1
0.2%
0.0114501910919902
1
0.2%
0.0117225296108773
1
0.2%
0.0122181812593094
1
0.2%
LARGEST VALUES
4.233577868629967
1
0.2%
4.057013541504439
1
0.2%
1.6610826418132894
1
0.2%
1.2852585479685612
1
0.2%
1.1943531056791732
1
0.2%
1.174024718680691
1
0.2%
1.0242439659955576
1
0.2%
0.8540932314721076
1
0.2%
0.8046338083356649
1
0.2%
0.6768984697011431
1
0.2%
0.6751758040775901
1
0.2%
0.6508060542307001
1
0.2%
0.6401323096660683
1
0.2%
0.6392436597895789
1
0.2%
0.6209608158734302
1
0.2%
D_133
MISSING:
48
(<1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
D_131
0.73
D_79
0.66
D_111
-0.50
D_130
0.48
D_132
0.30
D_49
-0.27
D_58
0.20
D_75
0.19
D_74
0.19
D_110
0.19
D_55
0.17
D_44
0.17
B_18
-0.16
D_48
0.16

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
B_38
0.14
target
0.13
B_30
0.11
D_88
0.07
D_117
0.06
D_120
0.06
D_68
0.06
D_64
0.06
B_31
0.03
D_63
0.03
D_126
0.02
D_114
0.02
D_66
0.00
D_116
0.00
MOST FREQUENT VALUES
0.0069760585277451
1
<0.1%
0.0040118169958868
1
<0.1%
0.0095220220167143
1
<0.1%
0.0055986437988324
1
<0.1%
0.0047633698602593
1
<0.1%
0.5843628767123189
1
<0.1%
0.0017523737276152
1
<0.1%
0.0073444500776631
1
<0.1%
0.0019195904982841
1
<0.1%
0.0030265069567743
1
<0.1%
0.0040404761636649
1
<0.1%
0.0052593510471812
1
<0.1%
0.1843358068104287
1
<0.1%
0.0012824716606041
1
<0.1%
0.006605560705542
1
<0.1%
SMALLEST VALUES
1.784295445780293e-06
1
<0.1%
2.1550180903739946e-06
1
<0.1%
5.773512120150759e-06
1
<0.1%
5.810072447998138e-06
1
<0.1%
6.463186967561319e-06
1
<0.1%
7.472206888711197e-06
1
<0.1%
1.22122103407607e-05
1
<0.1%
1.5704995025472845e-05
1
<0.1%
1.6679015653608964e-05
1
<0.1%
1.6786108106258135e-05
1
<0.1%
1.833340215746216e-05
1
<0.1%
1.996747510987218e-05
1
<0.1%
2.198439967689648e-05
1
<0.1%
2.3108596085053e-05
1
<0.1%
2.321974329821619e-05
1
<0.1%
LARGEST VALUES
1.5086682381210006
1
<0.1%
1.5085752674635573
1
<0.1%
1.5085232839942162
1
<0.1%
1.5082915020850676
1
<0.1%
1.5053415139903283
1
<0.1%
1.5051679251080552
1
<0.1%
1.5040824122867869
1
<0.1%
1.5039065242260186
1
<0.1%
1.5038363558525498
1
<0.1%
1.5036297810718064
1
<0.1%
1.5030488399080564
1
<0.1%
1.501701843201074
1
<0.1%
1.5012478016986817
1
<0.1%
1.5006304540316229
1
<0.1%
1.4278989048569408
1
<0.1%
R_28
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
D_108
1.00
D_110
0.14
S_27
0.11
S_3
0.10
R_21
0.08
S_7
0.07
D_142
0.07
R_1
0.07
B_39
-0.07
D_131
0.06
D_79
0.06
D_138
-0.06
D_76
-0.05
D_133
0.05

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
D_64
0.07
D_68
0.07
B_30
0.06
D_117
0.06
D_126
0.04
B_38
0.04
target
0.03
D_114
0.03
D_120
0.02
D_63
0.02
D_66
0.01
D_88
0.00
D_116
0.00
D_87
0.00
MOST FREQUENT VALUES
0.0067221722711259
1
<0.1%
0.002648895748135
1
<0.1%
0.0073665511725098
1
<0.1%
0.0052522845562643
1
<0.1%
0.0078484146479466
1
<0.1%
0.0051954485065794
1
<0.1%
0.0004103292800328
1
<0.1%
0.0084033874821189
1
<0.1%
0.008616551951627
1
<0.1%
0.0093971371517841
1
<0.1%
0.0063944025855848
1
<0.1%
0.0014598810938215
1
<0.1%
0.0020152596024548
1
<0.1%
0.0005214543706414
1
<0.1%
0.0035120584284612
1
<0.1%
SMALLEST VALUES
1.7657067468668243e-06
1
<0.1%
4.182450727577836e-06
1
<0.1%
5.458778668325781e-06
1
<0.1%
1.0920412961515914e-05
1
<0.1%
1.5563340306034013e-05
1
<0.1%
1.6083253133418742e-05
1
<0.1%
1.6700097118266255e-05
1
<0.1%
1.742227206934177e-05
1
<0.1%
1.8173427148009404e-05
1
<0.1%
1.8462940205352664e-05
1
<0.1%
2.300600459468005e-05
1
<0.1%
2.3938338600633104e-05
1
<0.1%
2.4235704875370523e-05
1
<0.1%
2.5178398452658792e-05
1
<0.1%
2.957295541047289e-05
1
<0.1%
LARGEST VALUES
1.008343619559917
1
<0.1%
1.006655389919617
1
<0.1%
1.0059135803746373
1
<0.1%
1.0038699453161175
1
<0.1%
1.0012121812661947
1
<0.1%
1.0001228183716155
1
<0.1%
0.0099964326717203
1
<0.1%
0.0099958262365375
1
<0.1%
0.0099901019802742
1
<0.1%
0.009987899297745
1
<0.1%
0.0099867593742415
1
<0.1%
0.0099796196983615
1
<0.1%
0.0099793346993297
1
<0.1%
0.0099775315004561
1
<0.1%
0.0099747644911335
1
<0.1%
D_134
MISSING:
5,429
(96%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
D_110
-1.00
D_111
-1.00
B_39
-1.00
B_1
0.45
B_11
0.45
B_37
0.45
D_132
0.42
D_76
-0.34
B_19
0.26
D_50
-0.25
S_24
-0.23
B_22
0.23
S_22
-0.22
B_3
0.21

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
B_38
0.14
target
0.12
D_68
0.09
D_120
0.09
B_30
0.08
D_63
0.07
D_114
0.07
D_126
0.06
D_117
0.05
D_64
0.05
D_66
0.02
B_31
0.02
D_88
0.00
D_116
0.00
MOST FREQUENT VALUES
0.1086005558545009
1
0.5%
0.4394499635899727
1
0.5%
0.3802058930171113
1
0.5%
0.5017401953450695
1
0.5%
0.3727861759058756
1
0.5%
0.4104104230680502
1
0.5%
0.8397371854657749
1
0.5%
0.2637465949371086
1
0.5%
0.2923521781944691
1
0.5%
0.3288177736584482
1
0.5%
0.1523608932535464
1
0.5%
0.1626045649455145
1
0.5%
0.3299642988332565
1
0.5%
0.07204580137382
1
0.5%
0.0505257834097238
1
0.5%
SMALLEST VALUES
-0.0003427473451778
1
0.5%
0.0086667229108436
1
0.5%
0.0097329626461793
1
0.5%
0.0166385740809255
1
0.5%
0.0177460328571593
1
0.5%
0.0249581196775739
1
0.5%
0.0252103661901715
1
0.5%
0.0259261818433966
1
0.5%
0.029764558508554
1
0.5%
0.0374315387359772
1
0.5%
0.0505257834097238
1
0.5%
0.0543587514341538
1
0.5%
0.0553847733845645
1
0.5%
0.0585956643108113
1
0.5%
0.0591002604179819
1
0.5%
LARGEST VALUES
1.0093772918872068
1
0.5%
1.009048310147624
1
0.5%
1.0079235736105658
1
0.5%
1.006304205902396
1
0.5%
1.0053211863550249
1
0.5%
1.005313278708615
1
0.5%
1.0039068296697788
1
0.5%
1.0026106534337174
1
0.5%
1.0019460067172237
1
0.5%
1.0007020862612377
1
0.5%
1.0005914984052355
1
0.5%
1.0004334009667144
1
0.5%
1.000235759172739
1
0.5%
1.0001999737443263
1
0.5%
0.9217954800008984
1
0.5%
D_135
MISSING:
5,429
(96%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
D_110
1.00
D_111
1.00
B_39
1.00
B_42
-0.57
S_6
0.34
D_76
-0.26
R_11
0.22
R_27
-0.19
D_42
0.18
D_131
0.16
B_32
0.16
D_80
0.15
R_15
0.15
D_127
0.15

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
B_30
0.06
B_38
0.06
D_64
0.05
D_68
0.05
D_117
0.04
D_126
0.03
D_120
0.03
D_114
0.03
D_63
0.02
target
0.02
D_66
0.01
B_31
0.00
D_88
0.00
D_116
0.00
MOST FREQUENT VALUES
0.0039083576506779
1
0.5%
0.0088646478732076
1
0.5%
0.0089102812861413
1
0.5%
0.0063902068441314
1
0.5%
6.436207993533171e-05
1
0.5%
0.0046230308209679
1
0.5%
0.0056980406407605
1
0.5%
0.0076611741454986
1
0.5%
0.0049252198212028
1
0.5%
0.0066448542803468
1
0.5%
0.0057956142972415
1
0.5%
0.0037145778288854
1
0.5%
0.0013888464271177
1
0.5%
0.0036854850353269
1
0.5%
0.0045975506476246
1
0.5%
SMALLEST VALUES
4.811978169353637e-05
1
0.5%
6.436207993533171e-05
1
0.5%
0.0002516520815738
1
0.5%
0.0002570147931645
1
0.5%
0.0002917406089563
1
0.5%
0.0003073523722325
1
0.5%
0.0003114846137901
1
0.5%
0.0003888394250193
1
0.5%
0.0004470461426431
1
0.5%
0.0004678610959457
1
0.5%
0.000578206920471
1
0.5%
0.0005798558010975
1
0.5%
0.0006614907977909
1
0.5%
0.0006781641284274
1
0.5%
0.0007997264607419
1
0.5%
LARGEST VALUES
1.008776588274301
1
0.5%
1.0085183094230168
1
0.5%
1.0078165532298196
1
0.5%
1.0075844343316671
1
0.5%
1.0060337025512012
1
0.5%
0.0099852147086002
1
0.5%
0.0099033833855607
1
0.5%
0.0098894974503624
1
0.5%
0.0098250112842998
1
0.5%
0.0098149646462774
1
0.5%
0.0097924263222359
1
0.5%
0.0097663293564734
1
0.5%
0.0096842029652602
1
0.5%
0.0095738212453166
1
0.5%
0.0095650799577175
1
0.5%
D_136
MISSING:
5,429
(96%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
D_110
1.00
D_111
1.00
B_39
1.00
B_42
0.50
D_138
-0.44
B_29
0.43
R_21
-0.21
D_132
-0.21
D_80
0.19
D_45
-0.19
D_108
0.18
D_53
-0.18
D_42
-0.17
D_106
0.17

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
B_38
0.13
target
0.11
D_120
0.10
D_68
0.08
D_63
0.07
B_30
0.06
D_114
0.06
D_117
0.05
D_126
0.05
D_64
0.05
B_31
0.01
D_66
0.00
D_88
0.00
D_116
0.00
MOST FREQUENT VALUES
0.2589194666861827
1
0.5%
0.2526054868241749
1
0.5%
0.2584372899421407
1
0.5%
0.2503443470073797
1
0.5%
0.2575101174644289
1
0.5%
0.5051785759293365
1
0.5%
0.2575147085488683
1
0.5%
0.2550151947613165
1
0.5%
0.0020813115862604
1
0.5%
0.0050116384749014
1
0.5%
0.2545604933320907
1
0.5%
0.2534304538210061
1
0.5%
0.7587099678684742
1
0.5%
0.2558067485859517
1
0.5%
0.0016112889826113
1
0.5%
SMALLEST VALUES
0.000418175749417
1
0.5%
0.0004365853265457
1
0.5%
0.0005199231508419
1
0.5%
0.0006026815154057
1
0.5%
0.0010403703129785
1
0.5%
0.0010709793513967
1
0.5%
0.0010826247324088
1
0.5%
0.0012853225156443
1
0.5%
0.0013282477698093
1
0.5%
0.0013463508198356
1
0.5%
0.0013600934506607
1
0.5%
0.0016112889826113
1
0.5%
0.001714248723803
1
0.5%
0.001873340912849
1
0.5%
0.0020813115862604
1
0.5%
LARGEST VALUES
1.7595358898084426
1
0.5%
1.5088099653746834
1
0.5%
1.255184998669013
1
0.5%
1.0096940784197708
1
0.5%
1.008769482334881
1
0.5%
1.0082349389416885
1
0.5%
0.7590063616852866
1
0.5%
0.7587291726330978
1
0.5%
0.7587099678684742
1
0.5%
0.7536559333927886
1
0.5%
0.5096033794635229
1
0.5%
0.5081130186779005
1
0.5%
0.5075923402963977
1
0.5%
0.5072955331400967
1
0.5%
0.5066082528128019
1
0.5%
D_137
MISSING:
5,429
(96%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
D_110
1.00
D_111
1.00
B_39
1.00
B_29
-0.44
B_42
0.34
R_26
-0.32
D_108
-0.24
D_132
-0.22
D_49
0.18
D_82
-0.18
D_77
0.17
Unnamed: 0
0.16
B_32
0.16
D_136
-0.16

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
D_68
0.04
D_117
0.03
B_38
0.03
D_120
0.03
target
0.03
D_64
0.03
D_63
0.02
D_66
0.01
D_114
0.01
B_30
0.01
D_126
0.01
B_31
0.00
D_88
0.00
D_116
0.00
MOST FREQUENT VALUES
0.0096213986018778
1
0.5%
0.0050374603449593
1
0.5%
0.008834986483879
1
0.5%
0.0082737147486109
1
0.5%
0.0083152115822806
1
0.5%
0.0007942131230752
1
0.5%
0.0078079291111197
1
0.5%
0.0040299071120241
1
0.5%
0.0047183111258809
1
0.5%
0.0076373539747901
1
0.5%
0.0057642590284868
1
0.5%
0.0072577269016071
1
0.5%
0.0039888187730478
1
0.5%
0.0064516531370116
1
0.5%
0.0019804614414775
1
0.5%
SMALLEST VALUES
1.474358632232109e-05
1
0.5%
3.42102391176391e-05
1
0.5%
6.141682481352051e-05
1
0.5%
8.94943729859854e-05
1
0.5%
9.604593333038758e-05
1
0.5%
0.0002104167439576
1
0.5%
0.0003148280878281
1
0.5%
0.0003843459306171
1
0.5%
0.0004072177867887
1
0.5%
0.0005071653130014
1
0.5%
0.0005400813941598
1
0.5%
0.000544035006576
1
0.5%
0.0005478885661001
1
0.5%
0.0005624024554901
1
0.5%
0.0005714458203276
1
0.5%
LARGEST VALUES
1.00834581377544
1
0.5%
1.007749326131682
1
0.5%
1.004589053795067
1
0.5%
1.004492107293924
1
0.5%
1.0038720453342451
1
0.5%
0.009981670594014
1
0.5%
0.0098943704813759
1
0.5%
0.0098321832157586
1
0.5%
0.0098245103350933
1
0.5%
0.0098166468587375
1
0.5%
0.0097655764412803
1
0.5%
0.0097563430729792
1
0.5%
0.0097102523315148
1
0.5%
0.0096213986018778
1
0.5%
0.0095486841908486
1
0.5%
D_138
MISSING:
5,429
(96%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
D_110
-1.00
D_111
-1.00
B_39
-1.00
D_76
-0.63
R_9
0.54
D_132
0.47
D_53
0.46
D_136
-0.44
D_81
0.30
B_29
-0.25
B_21
0.25
R_21
0.24
S_16
0.24
D_72
0.22

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
target
0.10
B_38
0.07
D_120
0.07
D_117
0.05
D_68
0.05
D_63
0.05
D_64
0.03
D_114
0.03
D_66
0.02
B_31
0.02
D_126
0.02
B_30
0.01
D_88
0.00
D_116
0.00
MOST FREQUENT VALUES
0.0067393309581467
1
0.5%
0.0006118660179502
1
0.5%
0.0057646322718841
1
0.5%
0.0005350255983529
1
0.5%
0.0005076075146401
1
0.5%
0.0044781878596986
1
0.5%
0.0001885683628096
1
0.5%
0.0023836235132964
1
0.5%
0.504949403531699
1
0.5%
0.5047370038585777
1
0.5%
0.000899622629878
1
0.5%
0.0078042987075535
1
0.5%
0.0089695225977853
1
0.5%
0.0059081157917892
1
0.5%
0.5083824091465432
1
0.5%
SMALLEST VALUES
6.754355482421537e-05
1
0.5%
0.0001245657174153
1
0.5%
0.0001599773203431
1
0.5%
0.0001885683628096
1
0.5%
0.0002227682787383
1
0.5%
0.0002358494618698
1
0.5%
0.00025420974265
1
0.5%
0.0003487545917975
1
0.5%
0.0003625165057646
1
0.5%
0.0004265418491797
1
0.5%
0.0004276018328948
1
0.5%
0.0004482915708523
1
0.5%
0.0005076075146401
1
0.5%
0.0005350255983529
1
0.5%
0.0005882729471565
1
0.5%
LARGEST VALUES
1.5096788998907524
1
0.5%
1.008079657551273
1
0.5%
1.0080279129174825
1
0.5%
1.007644933802961
1
0.5%
1.006883116499787
1
0.5%
1.0065452461004198
1
0.5%
1.004803328048322
1
0.5%
1.0020833565295686
1
0.5%
0.5092260975081736
1
0.5%
0.50861544454224
1
0.5%
0.5085236019108251
1
0.5%
0.5085070587102547
1
0.5%
0.5083887574401151
1
0.5%
0.5083824091465432
1
0.5%
0.507550646499034
1
0.5%
D_139
MISSING:
102
(2%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
D_143
1.00
D_141
1.00
D_145
0.65
D_144
0.57
D_140
0.34
D_121
-0.19
D_48
0.18
B_42
-0.18
B_18
-0.17
D_47
-0.17
D_61
0.17
D_45
-0.17
D_62
-0.17
D_55
0.17

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
D_66
0.19
B_38
0.17
D_68
0.16
target
0.12
B_30
0.11
D_114
0.09
D_117
0.09
D_64
0.09
D_63
0.06
D_120
0.06
D_88
0.05
D_126
0.04
D_116
0.01
D_87
0.01
MOST FREQUENT VALUES
1.008070542913238
1
<0.1%
0.0023525097048554
1
<0.1%
0.004818435239462
1
<0.1%
0.0070890046993668
1
<0.1%
0.0093017275371894
1
<0.1%
0.0085629918085652
1
<0.1%
0.0040177788592824
1
<0.1%
0.0087132343622541
1
<0.1%
0.0089612736678447
1
<0.1%
0.0059421024207474
1
<0.1%
0.0018060967725234
1
<0.1%
0.0013389587074537
1
<0.1%
0.003532544187557
1
<0.1%
0.0060748661384947
1
<0.1%
0.0037771439134991
1
<0.1%
SMALLEST VALUES
4.05721541870685e-07
1
<0.1%
5.674967196611647e-07
1
<0.1%
1.2067125409798153e-06
1
<0.1%
1.275243505582946e-06
1
<0.1%
4.591580320930655e-06
1
<0.1%
8.110634541470541e-06
1
<0.1%
9.183640068712862e-06
1
<0.1%
1.1859649270492545e-05
1
<0.1%
1.2243343470037528e-05
1
<0.1%
1.2495390433836518e-05
1
<0.1%
1.3192343307756316e-05
1
<0.1%
1.416053102865078e-05
1
<0.1%
1.5419727789329764e-05
1
<0.1%
1.812917125846303e-05
1
<0.1%
2.013363118570255e-05
1
<0.1%
LARGEST VALUES
1.009999371080888
1
<0.1%
1.0099881619522384
1
<0.1%
1.0099861769307823
1
<0.1%
1.0099782506888917
1
<0.1%
1.0099735124177696
1
<0.1%
1.0099487187939742
1
<0.1%
1.009945544528448
1
<0.1%
1.0099334363600017
1
<0.1%
1.0099293511631708
1
<0.1%
1.0099071315333237
1
<0.1%
1.0099024075723475
1
<0.1%
1.0098895806460642
1
<0.1%
1.0098853185820458
1
<0.1%
1.0098709841938065
1
<0.1%
1.009849436176104
1
<0.1%
D_140
MISSING:
46
(<1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
D_143
0.34
D_139
0.34
D_141
0.33
D_145
0.23
D_138
-0.14
P_2
-0.11
D_77
-0.10
D_58
0.09
D_75
0.09
D_48
0.09
D_111
0.09
D_136
0.09
D_61
0.09
D_74
0.09

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
target
0.11
B_38
0.10
B_30
0.09
D_117
0.06
D_64
0.06
D_68
0.06
D_114
0.06
D_120
0.03
D_126
0.03
D_63
0.02
D_66
0.01
B_31
0.01
D_88
0.00
D_116
0.00
MOST FREQUENT VALUES
0.0089077515057116
1
<0.1%
0.0051309224735825
1
<0.1%
0.0079243287739154
1
<0.1%
0.0034450503111408
1
<0.1%
0.0016794351483945
1
<0.1%
0.0014467721740775
1
<0.1%
0.0074440372941547
1
<0.1%
0.0029575242128884
1
<0.1%
0.003908355806173
1
<0.1%
0.0041265992384665
1
<0.1%
0.0070435464623956
1
<0.1%
0.0049493686636761
1
<0.1%
0.0077856918317034
1
<0.1%
0.0071528573188835
1
<0.1%
0.0055372141181081
1
<0.1%
SMALLEST VALUES
1.302543973437098e-06
1
<0.1%
4.002898752373252e-06
1
<0.1%
9.062484353810076e-06
1
<0.1%
1.1780470585519565e-05
1
<0.1%
1.4343293128330492e-05
1
<0.1%
1.823245141661101e-05
1
<0.1%
2.029509783799788e-05
1
<0.1%
2.2137924978724577e-05
1
<0.1%
2.2320598376380783e-05
1
<0.1%
2.438573842064696e-05
1
<0.1%
2.677251802018499e-05
1
<0.1%
2.735253737969901e-05
1
<0.1%
3.2564382246209615e-05
1
<0.1%
4.045927844753661e-05
1
<0.1%
4.048896203450059e-05
1
<0.1%
LARGEST VALUES
1.009681377472264
1
<0.1%
1.0093713444472996
1
<0.1%
1.009341663804143
1
<0.1%
1.0093334319896257
1
<0.1%
1.0093304422656288
1
<0.1%
1.0092555987843417
1
<0.1%
1.0092408518888685
1
<0.1%
1.0089835863854044
1
<0.1%
1.0089256779870317
1
<0.1%
1.0088748558679257
1
<0.1%
1.0087096356471763
1
<0.1%
1.0086844436200997
1
<0.1%
1.0086717145698063
1
<0.1%
1.0086426069347214
1
<0.1%
1.0086052105436594
1
<0.1%
D_141
MISSING:
102
(2%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
D_143
1.00
D_139
1.00
D_142
0.80
D_145
0.63
D_144
0.60
D_140
0.33
D_48
0.18
B_42
-0.18
D_121
-0.18
B_18
-0.17
D_61
0.17
D_47
-0.17
D_45
-0.17
D_62
-0.16

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
D_66
0.19
B_38
0.17
D_68
0.15
target
0.12
B_30
0.11
D_117
0.09
D_114
0.09
D_64
0.09
D_63
0.06
D_120
0.06
D_88
0.05
D_126
0.04
D_116
0.01
D_87
0.01
MOST FREQUENT VALUES
0.9263918221042567
1
<0.1%
0.0050172347529428
1
<0.1%
0.0071852752995823
1
<0.1%
0.0074923809023558
1
<0.1%
0.0064372053177207
1
<0.1%
0.0030413419035146
1
<0.1%
0.0024936902769642
1
<0.1%
0.0023620714180147
1
<0.1%
0.0016174349112756
1
<0.1%
0.0031257693299221
1
<0.1%
0.0001932385008553
1
<0.1%
0.0064977774837717
1
<0.1%
0.0021393204491544
1
<0.1%
0.0097275997110449
1
<0.1%
0.0019039288819944
1
<0.1%
SMALLEST VALUES
2.802239239122484e-06
1
<0.1%
4.235894213553415e-06
1
<0.1%
7.54222885461675e-06
1
<0.1%
8.205823968255866e-06
1
<0.1%
1.6747680599110694e-05
1
<0.1%
1.9613150085517894e-05
1
<0.1%
2.099705954844655e-05
1
<0.1%
2.1154667594179832e-05
1
<0.1%
2.2336028960304733e-05
1
<0.1%
2.4669778483846773e-05
1
<0.1%
2.507770748066629e-05
1
<0.1%
3.112657322001278e-05
1
<0.1%
3.193533825925021e-05
1
<0.1%
3.195866405825143e-05
1
<0.1%
3.385736686813856e-05
1
<0.1%
LARGEST VALUES
1.0767338721296902
1
<0.1%
1.0710717270557208
1
<0.1%
1.0632834890948395
1
<0.1%
1.0599856977516269
1
<0.1%
1.05709410208231
1
<0.1%
1.0562787036285266
1
<0.1%
1.0526242925697784
1
<0.1%
1.0483597308643584
1
<0.1%
1.047518226217441
1
<0.1%
1.04608248942827
1
<0.1%
1.0457169455106496
1
<0.1%
1.0430593011104832
1
<0.1%
1.0420884519293945
1
<0.1%
1.0403172410650752
1
<0.1%
1.039065571173115
1
<0.1%
D_142
MISSING:
4,723
(84%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
D_141
0.80
D_110
0.70
D_144
0.50
D_108
0.31
D_47
0.26
B_29
0.26
D_76
0.24
D_121
0.24
D_138
-0.22
D_128
0.20
B_8
-0.20
D_73
0.19
P_2
0.18
D_129
0.17

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
D_66
0.19
B_38
0.14
D_68
0.12
B_30
0.10
target
0.09
D_117
0.07
D_88
0.07
D_64
0.05
D_63
0.05
D_114
0.05
D_120
0.04
D_126
0.03
B_31
0.02
D_116
0.01
MOST FREQUENT VALUES
0.6741856547755385
1
0.1%
0.3629420833279713
1
0.1%
0.4055447852962917
1
0.1%
0.4105751500992636
1
0.1%
0.2276989404607233
1
0.1%
0.3588147312518892
1
0.1%
0.4884004971281463
1
0.1%
0.447539800112388
1
0.1%
0.5902087021655152
1
0.1%
0.503985858889089
1
0.1%
0.6927104789420624
1
0.1%
0.4512956244811191
1
0.1%
0.5590441196231202
1
0.1%
0.3093804098598593
1
0.1%
0.6326061438129942
1
0.1%
SMALLEST VALUES
-0.0061486614052368
1
0.1%
-0.0029237380418454
1
0.1%
-0.00070972914605
1
0.1%
0.0011413928378437
1
0.1%
0.001832119116907
1
0.1%
0.0020204565185112
1
0.1%
0.0028201225026931
1
0.1%
0.0028996404799658
1
0.1%
0.0032804220174176
1
0.1%
0.0036694921150552
1
0.1%
0.0045176130038522
1
0.1%
0.0050383398388285
1
0.1%
0.0066804746783727
1
0.1%
0.0067401789663072
1
0.1%
0.0075756289276085
1
0.1%
LARGEST VALUES
1.0600301149876008
1
0.1%
1.0468083281515876
1
0.1%
1.0301534115618325
1
0.1%
1.010917556040516
1
0.1%
1.0043496943506491
1
0.1%
0.9876315710339024
1
0.1%
0.960810593748125
1
0.1%
0.953128430477391
1
0.1%
0.9522584365976332
1
0.1%
0.9331971691267136
1
0.1%
0.9284257112971672
1
0.1%
0.9074763204283032
1
0.1%
0.9043841773585132
1
0.1%
0.8901239771334809
1
0.1%
0.8851228556168319
1
0.1%
D_143
MISSING:
102
(2%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
D_139
1.00
D_141
1.00
D_145
0.65
D_144
0.57
D_140
0.34
D_121
-0.19
D_48
0.18
B_42
-0.18
B_18
-0.17
D_47
-0.17
D_61
0.17
D_45
-0.17
D_62
-0.17
D_111
-0.17

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
D_66
0.19
B_38
0.17
D_68
0.16
target
0.12
B_30
0.11
D_114
0.09
D_117
0.09
D_64
0.09
D_63
0.06
D_120
0.06
D_88
0.05
D_126
0.04
D_116
0.01
D_87
0.01
MOST FREQUENT VALUES
1.0041680694846011
1
<0.1%
0.00457319077042
1
<0.1%
0.0027800689531873
1
<0.1%
0.00945214917074
1
<0.1%
0.0091739963606388
1
<0.1%
0.0058071497760525
1
<0.1%
0.0069667233059664
1
<0.1%
0.0033970316658625
1
<0.1%
0.0060893936241175
1
<0.1%
0.0008342990539235
1
<0.1%
0.0032746056286051
1
<0.1%
0.0060989312493585
1
<0.1%
0.0099466275286494
1
<0.1%
0.0082796974880667
1
<0.1%
0.0058245596593964
1
<0.1%
SMALLEST VALUES
3.081087770033797e-06
1
<0.1%
3.2414059356500326e-06
1
<0.1%
7.71355675069807e-06
1
<0.1%
1.038206147073728e-05
1
<0.1%
1.0976640534152704e-05
1
<0.1%
1.3715002264550469e-05
1
<0.1%
1.5389947743149613e-05
1
<0.1%
1.654344524803286e-05
1
<0.1%
1.7539385300896494e-05
1
<0.1%
2.0825107087502072e-05
1
<0.1%
2.243095247370985e-05
1
<0.1%
2.551587394438726e-05
1
<0.1%
2.7257278863270783e-05
1
<0.1%
2.9831563401176985e-05
1
<0.1%
2.986798178777117e-05
1
<0.1%
LARGEST VALUES
1.009988458035861
1
<0.1%
1.009956790546944
1
<0.1%
1.009953662704316
1
<0.1%
1.0099373197319448
1
<0.1%
1.009935823622734
1
<0.1%
1.0099271720800085
1
<0.1%
1.0099207394648506
1
<0.1%
1.0099165302076591
1
<0.1%
1.009905774075121
1
<0.1%
1.009903714319222
1
<0.1%
1.0098975799095578
1
<0.1%
1.009888575900719
1
<0.1%
1.0098797090156364
1
<0.1%
1.009879653203318
1
<0.1%
1.009874047895735
1
<0.1%
D_144
MISSING:
46
(<1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
D_141
0.60
D_139
0.57
D_143
0.57
D_142
0.50
D_145
0.24
D_110
0.23
B_42
-0.13
B_39
0.13
D_132
0.11
D_111
0.11
D_73
-0.10
D_138
-0.09
D_42
-0.08
B_18
-0.08

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
D_66
0.14
D_68
0.08
B_38
0.08
D_126
0.05
D_117
0.04
D_88
0.03
B_31
0.03
B_30
0.02
D_63
0.02
D_120
0.02
D_64
0.01
D_114
0.01
target
0.01
D_116
0.00
MOST FREQUENT VALUES
0.2556619049717273
1
<0.1%
0.0017937722435464
1
<0.1%
0.8897407607929934
1
<0.1%
0.0018651839546659
1
<0.1%
0.0036319838451298
1
<0.1%
0.0078807873482153
1
<0.1%
0.0034619310517189
1
<0.1%
0.006625199382599
1
<0.1%
0.0073506944224476
1
<0.1%
0.0076503361247291
1
<0.1%
0.0066566555572891
1
<0.1%
0.0010595657984644
1
<0.1%
0.0032244332219301
1
<0.1%
0.0011733357668047
1
<0.1%
0.0049076162169778
1
<0.1%
SMALLEST VALUES
3.664101142608622e-08
1
<0.1%
6.42011365424855e-07
1
<0.1%
4.839261561325747e-06
1
<0.1%
4.891855418491797e-06
1
<0.1%
1.2850614142860818e-05
1
<0.1%
1.433602176330817e-05
1
<0.1%
1.8820241645720604e-05
1
<0.1%
2.286489272549708e-05
1
<0.1%
2.370050647553801e-05
1
<0.1%
2.3962751335107057e-05
1
<0.1%
2.429544912376125e-05
1
<0.1%
2.702067398023145e-05
1
<0.1%
2.9343308436083904e-05
1
<0.1%
2.957225532804197e-05
1
<0.1%
3.3034772480567965e-05
1
<0.1%
LARGEST VALUES
1.3426543786409446
1
<0.1%
1.3414873779408245
1
<0.1%
1.3413580987819054
1
<0.1%
1.3408671932120384
1
<0.1%
1.339773824746909
1
<0.1%
1.3389414331810454
1
<0.1%
1.3376028895072645
1
<0.1%
1.337133855426294
1
<0.1%
1.3359523603007697
1
<0.1%
1.3347423341608735
1
<0.1%
1.3124581868469298
1
<0.1%
1.2868175131453228
1
<0.1%
1.2641766197190245
1
<0.1%
1.2641148709721812
1
<0.1%
1.2626848939610074
1
<0.1%
D_145
MISSING:
102
(2%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
D_139
0.65
D_143
0.65
D_141
0.63
D_111
-0.25
D_144
0.24
D_140
0.23
D_73
-0.19
D_121
-0.18
B_39
0.16
D_138
-0.16
D_47
-0.15
D_48
0.15
D_110
0.14
B_8
0.14

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
D_68
0.16
D_66
0.13
B_38
0.13
D_114
0.11
target
0.09
B_30
0.09
D_64
0.08
D_117
0.07
D_88
0.06
D_63
0.05
D_126
0.03
D_120
0.03
D_116
0.01
B_31
0.00
MOST FREQUENT VALUES
0.0953350032424999
1
<0.1%
0.0011190071111708
1
<0.1%
0.0073376880928879
1
<0.1%
0.0049886469711725
1
<0.1%
0.0055212324060229
1
<0.1%
0.0024114817115957
1
<0.1%
0.0067253677609743
1
<0.1%
0.0063378630035328
1
<0.1%
0.004810653842035
1
<0.1%
0.0048003307815488
1
<0.1%
0.0084361039502617
1
<0.1%
0.0043779832659708
1
<0.1%
0.0040935309405351
1
<0.1%
0.0052297217407152
1
<0.1%
0.0096140674341625
1
<0.1%
SMALLEST VALUES
1.3194984974895795e-06
1
<0.1%
5.951559152596042e-06
1
<0.1%
6.368239320562186e-06
1
<0.1%
1.1353448269607602e-05
1
<0.1%
1.1872119072847688e-05
1
<0.1%
1.225567266085803e-05
1
<0.1%
1.2794774914178798e-05
1
<0.1%
1.3793649520741358e-05
1
<0.1%
1.5953865332828387e-05
1
<0.1%
1.601945971642538e-05
1
<0.1%
1.793353041103396e-05
1
<0.1%
2.8869430405636944e-05
1
<0.1%
3.046935755826929e-05
1
<0.1%
3.049716410145731e-05
1
<0.1%
3.3981599713417414e-05
1
<0.1%
LARGEST VALUES
3.1835898329457684
1
<0.1%
2.368580790462808
1
<0.1%
2.3665598115513764
1
<0.1%
1.9175583049932827
1
<0.1%
1.9160626484856007
1
<0.1%
1.9113851601462168
1
<0.1%
1.8272313891454173
1
<0.1%
1.8258916294185783
1
<0.1%
1.733088350795383
1
<0.1%
1.6458869962741556
1
<0.1%
1.551310925984694
1
<0.1%
1.5488029996909434
1
<0.1%
1.545754912095903
1
<0.1%
1.4618449872587944
1
<0.1%
1.4609701247715052
1
<0.1%